论文

2025

1. pdf

   @article{uncompleted:EvdCLIP, author = {Meng, Guanghao and He, Sunan and Wang, Jinpeng and Dai, Tao and Zhang, Letian and Zhu, Jieming and Li, Qing and Wang, Gang and Zhang, Rui and Jiang, Yong}, title = {EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models}, year = {2025}, journal = {AAAI 2025}, shortname = {AAAI 2025}, selected = {true} }

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   Guanghao Meng, Sunan He, Jinpeng Wang, Tao Dai, Letian Zhang, Jieming Zhu, Qing Li, Gang Wang, Rui Zhang, Yong Jiang

   EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models

   AAAI 2025
2. pdf

   @article{DBLP:journals/pacmmod/GuFYCLZ24, author = {Gu, Tu and Feng, Kaiyu and Yang, Jingyi and Cong, Gao and Long, Cheng and Zhang, Rui}, title = {BT-Tree: {A} Reinforcement Learning Based Index for Big Trajectory Data}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pacmmod/GuFYCLZ24.bib}, timestamp = {Wed, 06 Nov 2024 00:00:00 +0100}, doi = {10.1145/3677130}, url = {https://doi.org/10.1145/3677130}, year = {2025}, pages = {194:1--194:27}, number = {4}, volume = {2}, journal = {Proc. {ACM} Manag. Data}, pdf = {10.1145/3677130.pdf}, shortname = {ACM SIGMOD Conference 2025}, selected = {true} }

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   Tu Gu, Kaiyu Feng, Jingyi Yang, Gao Cong, Cheng Long, Rui Zhang

   BT-Tree: A Reinforcement Learning Based Index for Big Trajectory Data

   ACM SIGMOD Conference 2025
3. pdf

   @article{DBLP:journals/corr/abs-2409-07331, author = {Weng, Weixi and Zhu, Jieming and Zhang, Hao and Meng, Xiaojun and Zhang, Rui and Yuan, Chun}, title = {Learning to Compress Contexts for Efficient Knowledge-based Visual Question Answering}, journal = {CoRR}, volume = {abs/2409.07331}, year = {2025}, url = {https://doi.org/10.48550/arXiv.2409.07331}, doi = {10.48550/ARXIV.2409.07331}, eprinttype = {arXiv}, eprint = {2409.07331}, timestamp = {Sat, 12 Oct 2024 00:13:18 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2409-07331.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.48550/arXiv.2409.07331.pdf}, shortname = {WACV 2025}, selected = {true} }

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   Weixi Weng, Jieming Zhu, Hao Zhang, Xiaojun Meng, Rui Zhang, Chun Yuan

   Learning to Compress Contexts for Efficient Knowledge-based Visual Question Answering

   WACV 2025

2024

1. pdf

   @inproceedings{DBLP:conf/mm/WeiY0DC24, author = {Wei, Haojie and Yuan, Jun and Zhang, Rui and Dai, Quanyu and Chen, Yueguo}, editor = {Cai, Jianfei and Kankanhalli, Mohan S. and Prabhakaran, Balakrishnan and Boll, Susanne and Subramanian, Ramanathan and Zheng, Liang and Singh, Vivek K. and C{\'{e}}sar, Pablo and Xie, Lexing and Xu, Dong}, title = {{MAJL:} {A} Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation}, booktitle = {Proceedings of the 32nd {ACM} International Conference on Multimedia, {MM} 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024}, pages = {8623--8632}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3664647.3680985}, doi = {10.1145/3664647.3680985}, timestamp = {Wed, 06 Nov 2024 22:17:34 +0100}, biburl = {https://dblp.org/rec/conf/mm/WeiY0DC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1145/3664647.3680985.pdf}, shortname = {MM 2024}, selected = {true} }

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   Haojie Wei, Jun Yuan, Rui Zhang, Quanyu Dai, Yueguo Chen

   MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation

   MM 2024
2. pdf

   @article{DBLP:journals/csur/ZhaoDYWZCLSX24, author = {Zhao, Xiaoyan and Deng, Yang and Yang, Min and Wang, Lingzhi and Zhang, Rui and Cheng, Hong and Lam, Wai and Shen, Ying and Xu, Ruifeng}, title = {A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers}, journal = {{ACM} Comput. Surv.}, volume = {56}, number = {11}, pages = {293:1--293:39}, year = {2024}, url = {https://doi.org/10.1145/3674501}, doi = {10.1145/3674501}, timestamp = {Thu, 14 Nov 2024 14:26:12 +0100}, biburl = {https://dblp.org/rec/journals/csur/ZhaoDYWZCLSX24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1145/3674501.pdf}, shortname = {ACM Computing Surveys, 56 (11), pp 293-C39, 2024}, selected = {true} }

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   Xiaoyan Zhao, Yang Deng, Min Yang, Lingzhi Wang, Rui Zhang, Hong Cheng, Wai Lam, Ying Shen, Ruifeng Xu

   A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers

   ACM Computing Surveys, 56 (11), pp 293-C39, 2024
3. pdf

   @inproceedings{DBLP:conf/cikm/DaiDZXZDD0024, author = {Dai, Boqi and Du, Zhaocheng and Zhu, Jieming and Xu, Jintao and Zou, Deqing and Dai, Quanyu and Dong, Zhenhua and Zhang, Rui and Zheng, Hai{-}Tao}, editor = {Serra, Edoardo and Spezzano, Francesca}, title = {UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning}, booktitle = {Proceedings of the 33rd {ACM} International Conference on Information and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25, 2024}, pages = {4446--4453}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3627673.3680098}, doi = {10.1145/3627673.3680098}, timestamp = {Sat, 30 Nov 2024 21:10:24 +0100}, biburl = {https://dblp.org/rec/conf/cikm/DaiDZXZDD0024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1145/3627673.3680098.pdf}, shortname = {CIKM 2024}, selected = {true} }

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   Boqi Dai, Zhaocheng Du, Jieming Zhu, Jintao Xu, Deqing Zou, Quanyu Dai, Zhenhua Dong, Rui Zhang, Hai-Tao Zheng

   UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning

   CIKM 2024
4. pdf

   @inproceedings{DBLP:conf/coling/ZhaoWWCZW24, author = {Zhao, Xiaoyan and Wang, Lingzhi and Wang, Zhanghao and Cheng, Hong and Zhang, Rui and Wong, Kam{-}Fai}, editor = {Calzolari, Nicoletta and Kan, Min{-}Yen and Hoste, V{\'{e}}ronique and Lenci, Alessandro and Sakti, Sakriani and Xue, Nianwen}, title = {{PACAR:} Automated Fact-Checking with Planning and Customized Action Reasoning Using Large Language Models}, booktitle = {Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024, 20-25 May, 2024, Torino, Italy}, pages = {12564--12573}, publisher = {{ELRA} and {ICCL}}, year = {2024}, url = {https://aclanthology.org/2024.lrec-main.1099}, timestamp = {Fri, 15 Nov 2024 07:55:47 +0100}, biburl = {https://dblp.org/rec/conf/coling/ZhaoWWCZW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {DBLP:conf/coling/ZhaoWWCZW24.pdf}, shortname = {LREC-COLING 2024}, selected = {true} }

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   Xiaoyan Zhao, Lingzhi Wang, Zhanghao Wang, Hong Cheng, Rui Zhang, Kam-Fai Wong

   PACAR: Automated Fact-Checking with Planning and Customized Action Reasoning Using Large Language Models

   LREC-COLING 2024
5. pdf

   @inproceedings{DBLP:conf/pakdd/LiuLXZZDWTZY24, author = {Liu, Yifan and Liu, Weiwen and Xia, Wei and Zhu, Jieming and Zhang, Weinan and Dong, Zhenhua and Wang, Yang and Tang, Ruiming and Zhang, Rui and Yu, Yong}, editor = {Yang, De{-}Nian and Xie, Xing and Tseng, Vincent S. and Pei, Jian and Huang, Jen{-}Wei and Lin, Jerry Chun{-}Wei}, title = {Multi-sourced Integrated Ranking with Exposure Fairness}, booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {14649}, pages = {207--218}, publisher = {Springer}, year = {2024}, url = {https://doi.org/10.1007/978-981-97-2262-4_17}, doi = {10.1007/978-981-97-2262-4\_17}, timestamp = {Sun, 06 Oct 2024 21:12:48 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/LiuLXZZDWTZY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, shortname = {PAKDD 2024}, selected = {true} }

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   Yifan Liu, Weiwen Liu, Wei Xia, Jieming Zhu, Weinan Zhang, Zhenhua Dong, Yang Wang, Ruiming Tang, Rui Zhang, Yong Yu

   Multi-sourced Integrated Ranking with Exposure Fairness

   PAKDD 2024
6. pdf

   @inproceedings{DBLP:conf/icassp/DaiOYCLLZ024, author = {Dai, Boqi and Ouyang, Kai and Yuan, Jun and Chen, Miaoxin and Lu, Xingyu and Liu, Weiwen and Zhang, Rui and Zheng, Hai{-}Tao}, title = {Enhancing Multi-Task Models For Recommendation with Tensor Trace Norm}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024}, pages = {5270--5274}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICASSP48485.2024.10445973}, doi = {10.1109/ICASSP48485.2024.10445973}, timestamp = {Sun, 06 Oct 2024 21:03:35 +0200}, biburl = {https://dblp.org/rec/conf/icassp/DaiOYCLLZ024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1109/ICASSP48485.2024.10445973.pdf}, shortname = {ICASSP 2024}, selected = {true} }

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   Boqi Dai, Kai Ouyang, Jun Yuan, Miaoxin Chen, Xingyu Lu, Weiwen Liu, Rui Zhang, Hai-Tao Zheng

   Enhancing Multi-Task Models For Recommendation with Tensor Trace Norm

   ICASSP 2024
7. pdf

   @inproceedings{DBLP:conf/www/ShenZ0ZX24, author = {Shen, Xiaoteng and Zhang, Rui and Zhao, Xiaoyan and Zhu, Jieming and Xiao, Xi}, title = {{PMG} : Personalized Multimodal Generation with Large Language Models}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/www/ShenZ0ZX24.bib}, timestamp = {Thu, 27 Jun 2024 01:00:00 +0200}, doi = {10.1145/3589334.3645633}, url = {https://doi.org/10.1145/3589334.3645633}, year = {2024}, publisher = {{ACM}}, pages = {3833--3843}, booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, May 13-17, 2024}, editor = {Chua, Tat{-}Seng and Ngo, Chong{-}Wah and Kumar, Ravi and Lauw, Hady W. and Lee, Roy Ka{-}Wei}, pdf = {10.1145/3589334.3645633.pdf}, shortname = {The Web Conference 2024}, selected = {true} }

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   Xiaoteng Shen, Rui Zhang, Xiaoyan Zhao, Jieming Zhu, Xi Xiao

   PMG : Personalized Multimodal Generation with Large Language Models

   The Web Conference 2024
8. pdf

   @inproceedings{DBLP:conf/kdd/LiuZYDD0ZZD24, author = {Liu, Qijiong and Zhu, Jieming and Yang, Yanting and Dai, Quanyu and Du, Zhaocheng and Wu, Xiao{-}Ming and Zhao, Zhou and Zhang, Rui and Dong, Zhenhua}, title = {Multimodal Pretraining, Adaptation, and Generation for Recommendation: {A} Survey}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/kdd/LiuZYDD0ZZD24.bib}, timestamp = {Fri, 20 Sep 2024 01:00:00 +0200}, doi = {10.1145/3637528.3671473}, url = {https://doi.org/10.1145/3637528.3671473}, year = {2024}, publisher = {{ACM}}, pages = {6566--6576}, booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024}, editor = {Baeza{-}Yates, Ricardo and Bonchi, Francesco}, pdf = {10.1145/3637528.3671473.pdf}, shortname = {The Web Conference 2024}, selected = {true} }

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   Qijiong Liu, Jieming Zhu, Yanting Yang, Quanyu Dai, Zhaocheng Du, Xiao-Ming Wu, Zhou Zhao, Rui Zhang, Zhenhua Dong

   Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Survey

   The Web Conference 2024
9. pdf

   @inproceedings{DBLP:conf/www/LiWDZYZX24, author = {Li, Yushen and Wang, Jinpeng and Dai, Tao and Zhu, Jieming and Yuan, Jun and Zhang, Rui and Xia, Shu{-}Tao}, title = {{RAT:} Retrieval-Augmented Transformer for Click-Through Rate Prediction}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/www/LiWDZYZX24.bib}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, doi = {10.1145/3589335.3651550}, url = {https://doi.org/10.1145/3589335.3651550}, year = {2024}, publisher = {{ACM}}, pages = {867--870}, booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore, Singapore, May 13-17, 2024}, editor = {Chua, Tat{-}Seng and Ngo, Chong{-}Wah and Lee, Roy Ka{-}Wei and Kumar, Ravi and Lauw, Hady W.}, pdf = {10.1145/3589335.3651550.pdf}, shortname = {The Web Conference 2024}, selected = {true} }

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   Yushen Li, Jinpeng Wang, Tao Dai, Jieming Zhu, Jun Yuan, Rui Zhang, Shu-Tao Xia

   RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction

   The Web Conference 2024
10. pdf

    @inproceedings{DBLP:conf/wsdm/YangDWRCCMZR024, author = {Yang, Jiyuan and Ding, Yue and Wang, Yidan and Ren, Pengjie and Chen, Zhumin and Cai, Fei and Ma, Jun and Zhang, Rui and Ren, Zhaochun and Xin, Xin}, title = {Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/wsdm/YangDWRCCMZR024.bib}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, doi = {10.1145/3616855.3635848}, url = {https://doi.org/10.1145/3616855.3635848}, year = {2024}, publisher = {{ACM}}, pages = {882--890}, booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024}, editor = {Caudillo{-}Mata, Luz Angelica and Lattanzi, Silvio and Medina, Andr{\'{e}}s Mu{\~{n}}oz and Akoglu, Leman and Gionis, Aristides and Vassilvitskii, Sergei}, pdf = {10.1145/3616855.3635848.pdf}, shortname = {WSDM 2024}, note = {Best Paper Honorable Mention Award}, selected = {true} }

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    Jiyuan Yang, Yue Ding, Yidan Wang, Pengjie Ren, Zhumin Chen, Fei Cai, Jun Ma, Rui Zhang, Zhaochun Ren, Xin Xin

    Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure

    WSDM 2024 , Best Paper Honorable Mention Award
11. pdf

    @inproceedings{DBLP:conf/wsdm/HuGLLTZK24, author = {Hu, Hengchang and Guo, Wei and Liu, Xu and Liu, Yong and Tang, Ruiming and Zhang, Rui and Kan, Min{-}Yen}, title = {User Behavior Enriched Temporal Knowledge Graphs for Sequential Recommendation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/wsdm/HuGLLTZK24.bib}, timestamp = {Thu, 04 Apr 2024 01:00:00 +0200}, doi = {10.1145/3616855.3635762}, url = {https://doi.org/10.1145/3616855.3635762}, year = {2024}, publisher = {{ACM}}, pages = {266--275}, booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024}, editor = {Caudillo{-}Mata, Luz Angelica and Lattanzi, Silvio and Medina, Andr{\'{e}}s Mu{\~{n}}oz and Akoglu, Leman and Gionis, Aristides and Vassilvitskii, Sergei}, pdf = {10.1145/3616855.3635762.pdf}, shortname = {WSDM 2024}, selected = {true} }

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    Hengchang Hu, Wei Guo, Xu Liu, Yong Liu, Ruiming Tang, Rui Zhang, Min-Yen Kan

    User Behavior Enriched Temporal Knowledge Graphs for Sequential Recommendation

    WSDM 2024
12. pdf

    @inproceedings{DBLP:conf/wsdm/ZhangWLTZ24, author = {Zhang, Kexin and Wang, Yichao and Li, Xiu and Tang, Ruiming and Zhang, Rui}, title = {IncMSR: An Incremental Learning Approach for Multi-Scenario Recommendation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/wsdm/ZhangWLTZ24.bib}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, doi = {10.1145/3616855.3635828}, url = {https://doi.org/10.1145/3616855.3635828}, year = {2024}, publisher = {{ACM}}, pages = {939--948}, booktitle = {Proceedings of the 17th {ACM} International Conference on Web Search and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024}, editor = {Caudillo{-}Mata, Luz Angelica and Lattanzi, Silvio and Medina, Andr{\'{e}}s Mu{\~{n}}oz and Akoglu, Leman and Gionis, Aristides and Vassilvitskii, Sergei}, pdf = {10.1145/3616855.3635828.pdf}, shortname = {WSDM 2024}, selected = {true} }

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    Kexin Zhang, Yichao Wang, Xiu Li, Ruiming Tang, Rui Zhang

    IncMSR: An Incremental Learning Approach for Multi-Scenario Recommendation

    WSDM 2024
13. pdf

    @article{DBLP:journals/csur/LiGTTHLZ24, author = {Li, Shiwei and Guo, Huifeng and Tang, Xing and Tang, Ruiming and Hou, Lu and Li, Ruixuan and Zhang, Rui}, title = {Embedding Compression in Recommender Systems: {A} Survey}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/csur/LiGTTHLZ24.bib}, timestamp = {Sat, 13 Apr 2024 01:00:00 +0200}, doi = {10.1145/3637841}, url = {https://doi.org/10.1145/3637841}, year = {2024}, pages = {130:1--130:21}, number = {5}, volume = {56}, journal = {{ACM} Comput. Surv.}, pdf = {10.1145/3637841.pdf}, shortname = {ACM Computing Surveys, 56 (5), pp 1-C21, 2024}, selected = {true} }

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    Shiwei Li, Huifeng Guo, Xing Tang, Ruiming Tang, Lu Hou, Ruixuan Li, Rui Zhang

    Embedding Compression in Recommender Systems: A Survey

    ACM Computing Surveys, 56 (5), pp 1-C21, 2024
14. pdf

    @inproceedings{DBLP:conf/pakdd/LiuLXZZDWTZY25, author = {Liu, Yifan and Liu, Weiwen and Xia, Wei and Zhu, Jieming and Zhang, Weinan and Dong, Zhenhua and Wang, Yang and Tang, Ruiming and Zhang, Rui and Yu, Yong}, title = {Multi-sourced Integrated Ranking with Exposure Fairness}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/pakdd/LiuLXZZDWTZY24.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1007/978-981-97-2262-4_17}, url = {https://doi.org/10.1007/978-981-97-2262-4_17}, year = {2024}, publisher = {Springer}, pages = {207--218}, volume = {14649}, series = {Lecture Notes in Computer Science}, booktitle = {Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, {PAKDD} 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part {V}}, editor = {Yang, De{-}Nian and Xie, Xing and Tseng, Vincent S. and Pei, Jian and Huang, Jen{-}Wei and Lin, Jerry Chun{-}Wei}, pdf = {10.1007/978-981-97-2262-4_17.pdf}, shortname = {PAKDD 2024}, selected = {true} }

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    Yifan Liu, Weiwen Liu, Wei Xia, Jieming Zhu, Weinan Zhang, Zhenhua Dong, Yang Wang, Ruiming Tang, Rui Zhang, Yong Yu

    Multi-sourced Integrated Ranking with Exposure Fairness

    PAKDD 2024
15. pdf

    @article{DBLP:journals/tkde/ZhangSTZYCQ24, author = {Zhang, Rui and Su, Yixin and Trisedya, Bayu Distiawan and Zhao, Xiaoyan and Yang, Min and Cheng, Hong and Qi, Jianzhong}, title = {AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment Enabled by Large Language Models}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tkde/ZhangSTZYCQ24.bib}, timestamp = {Fri, 30 Aug 2024 01:00:00 +0200}, doi = {10.1109/TKDE.2023.3325484}, url = {https://doi.org/10.1109/TKDE.2023.3325484}, year = {2024}, pages = {2357--2371}, number = {6}, volume = {36}, journal = {{IEEE} Trans. Knowl. Data Eng.}, pdf = {10.1109/TKDE.2023.3325484.pdf}, shortname = {TKDE 2024}, selected = {true} }

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    Rui Zhang, Yixin Su, Bayu Distiawan Trisedya, Xiaoyan Zhao, Min Yang, Hong Cheng, Jianzhong Qi

    AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment Enabled by Large Language Models

    TKDE 2024

2023

1. pdf

   @inproceedings{DBLP:conf/nips/ChenZWDDTZCZW23, author = {Chen, Xu and Zhang, Jingsen and Wang, Lei and Dai, Quanyu and Dong, Zhenhua and Tang, Ruiming and Zhang, Rui and Chen, Li and Zhao, Xin and Wen, Ji{-}Rong}, title = {{REASONER:} An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/nips/ChenZWDDTZCZW23.bib}, timestamp = {Mon, 22 Jul 2024 01:00:00 +0200}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/2ebf43d20e5933ab6d98225bbb908ade-Abstract-Datasets\_and\_Benchmarks.html}, year = {2023}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, editor = {Oh, Alice and Naumann, Tristan and Globerson, Amir and Saenko, Kate and Hardt, Moritz and Levine, Sergey}, pdf = {DBLP:conf/nips/ChenZWDDTZCZW23.pdf}, shortname = {NeurIPS 2023} }

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   Xu Chen, Jingsen Zhang, Lei Wang, Quanyu Dai, Zhenhua Dong, Ruiming Tang, Rui Zhang, Li Chen, Xin Zhao, Ji-Rong Wen

   REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths

   NeurIPS 2023
2. pdf

   @inproceedings{DBLP:conf/mm/WangZWWLLYZZX23, author = {Wang, Jinpeng and Zeng, Ziyun and Wang, Yunxiao and Wang, Yuting and Lu, Xingyu and Li, Tianxiang and Yuan, Jun and Zhang, Rui and Zheng, Hai{-}Tao and Xia, Shu{-}Tao}, title = {MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/mm/WangZWWLLYZZX23.bib}, timestamp = {Tue, 20 Aug 2024 07:54:43 +0200}, doi = {10.1145/3581783.3611967}, url = {https://doi.org/10.1145/3581783.3611967}, year = {2023}, publisher = {{ACM}}, pages = {6548--6557}, booktitle = {Proceedings of the 31st {ACM} International Conference on Multimedia, {MM} 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023}, editor = {El{-}Saddik, Abdulmotaleb and Mei, Tao and Cucchiara, Rita and Bertini, Marco and Vallejo, Diana Patricia Tobon and Atrey, Pradeep K. and Hossain, M. Shamim}, pdf = {10.1145/3581783.3611967.pdf}, shortname = {MM 2023} }

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   Jinpeng Wang, Ziyun Zeng, Yunxiao Wang, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao Xia

   MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation

   MM 2023
3. pdf

   @inproceedings{DBLP:conf/recsys/WangSDZLLZ23, author = {Wang, Cheng and Sun, Jiacheng and Dong, Zhenhua and Zhu, Jieming and Li, Zhenguo and Li, Ruixuan and Zhang, Rui}, title = {Data-free Knowledge Distillation for Reusing Recommendation Models}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/recsys/WangSDZLLZ23.bib}, timestamp = {Tue, 26 Sep 2023 01:00:00 +0200}, doi = {10.1145/3604915.3608789}, url = {https://doi.org/10.1145/3604915.3608789}, year = {2023}, publisher = {{ACM}}, pages = {386--395}, booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023}, editor = {Zhang, Jie and Chen, Li and Berkovsky, Shlomo and Zhang, Min and Noia, Tommaso Di and Basilico, Justin and Pizzato, Luiz and Song, Yang}, pdf = {10.1145/3604915.3608789.pdf}, shortname = {RecSys 2023} }

   bib code

   Cheng Wang, Jiacheng Sun, Zhenhua Dong, Jieming Zhu, Zhenguo Li, Ruixuan Li, Rui Zhang

   Data-free Knowledge Distillation for Reusing Recommendation Models

   RecSys 2023
4. pdf

   @inproceedings{DBLP:conf/recsys/WangSD0Z23, author = {Wang, Cheng and Sun, Jiacheng and Dong, Zhenhua and Li, Ruixuan and Zhang, Rui}, title = {Gradient Matching for Categorical Data Distillation in {CTR} Prediction}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/recsys/WangSD0Z23.bib}, timestamp = {Tue, 30 Jul 2024 20:55:53 +0200}, doi = {10.1145/3604915.3608769}, url = {https://doi.org/10.1145/3604915.3608769}, year = {2023}, publisher = {{ACM}}, pages = {161--170}, booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023}, editor = {Zhang, Jie and Chen, Li and Berkovsky, Shlomo and Zhang, Min and Noia, Tommaso Di and Basilico, Justin and Pizzato, Luiz and Song, Yang}, pdf = {10.1145/3604915.3608769.pdf}, shortname = {RecSys 2023} }

   bib code

   Cheng Wang, Jiacheng Sun, Zhenhua Dong, Ruixuan Li, Rui Zhang

   Gradient Matching for Categorical Data Distillation in CTR Prediction

   RecSys 2023
5. pdf

   @inproceedings{DBLP:conf/kdd/XiLWTZZZY23, author = {Xi, Yunjia and Liu, Weiwen and Wang, Yang and Tang, Ruiming and Zhang, Weinan and Zhu, Yue and Zhang, Rui and Yu, Yong}, title = {On-device Integrated Re-ranking with Heterogeneous Behavior Modeling}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/kdd/XiLWTZZZY23.bib}, timestamp = {Mon, 21 Aug 2023 01:00:00 +0200}, doi = {10.1145/3580305.3599878}, url = {https://doi.org/10.1145/3580305.3599878}, year = {2023}, publisher = {{ACM}}, pages = {5225--5236}, booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023}, editor = {Singh, Ambuj K. and Sun, Yizhou and Akoglu, Leman and Gunopulos, Dimitrios and Yan, Xifeng and Kumar, Ravi and Ozcan, Fatma and Ye, Jieping}, pdf = {10.1145/3580305.3599878.pdf}, shortname = {KDD 2023} }

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   Yunjia Xi, Weiwen Liu, Yang Wang, Ruiming Tang, Weinan Zhang, Yue Zhu, Rui Zhang, Yong Yu

   On-device Integrated Re-ranking with Heterogeneous Behavior Modeling

   KDD 2023
6. pdf

   @inproceedings{DBLP:conf/kdd/MengZGGLZZTLZ23, author = {Meng, Chang and Zhang, Hengyu and Guo, Wei and Guo, Huifeng and Liu, Haotian and Zhang, Yingxue and Zheng, Hongkun and Tang, Ruiming and Li, Xiu and Zhang, Rui}, title = {Hierarchical Projection Enhanced Multi-behavior Recommendation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/kdd/MengZGGLZZTLZ23.bib}, timestamp = {Tue, 07 Nov 2023 00:00:00 +0100}, doi = {10.1145/3580305.3599838}, url = {https://doi.org/10.1145/3580305.3599838}, year = {2023}, publisher = {{ACM}}, pages = {4649--4660}, booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023}, editor = {Singh, Ambuj K. and Sun, Yizhou and Akoglu, Leman and Gunopulos, Dimitrios and Yan, Xifeng and Kumar, Ravi and Ozcan, Fatma and Ye, Jieping}, pdf = {10.1145/3580305.3599838.pdf}, shortname = {KDD 2023} }

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   Chang Meng, Hengyu Zhang, Wei Guo, Huifeng Guo, Haotian Liu, Yingxue Zhang, Hongkun Zheng, Ruiming Tang, Xiu Li, Rui Zhang

   Hierarchical Projection Enhanced Multi-behavior Recommendation

   KDD 2023
7. pdf

   @inproceedings{DBLP:conf/sigir/WangZCLGLWZT23, author = {Wang, Yuhao and Zhao, Xiangyu and Chen, Bo and Liu, Qidong and Guo, Huifeng and Liu, Huanshuo and Wang, Yichao and Zhang, Rui and Tang, Ruiming}, title = {{PLATE:} {A} Prompt-Enhanced Paradigm for Multi-Scenario Recommendations}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigir/WangZCLGLWZT23.bib}, timestamp = {Sat, 30 Nov 2024 00:00:00 +0100}, doi = {10.1145/3539618.3591750}, url = {https://doi.org/10.1145/3539618.3591750}, year = {2023}, publisher = {{ACM}}, pages = {1498--1507}, booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2023, Taipei, Taiwan, July 23-27, 2023}, editor = {Chen, Hsin{-}Hsi and Duh, Wei{-}Jou (Edward) and Huang, Hen{-}Hsen and Kato, Makoto P. and Mothe, Josiane and Poblete, Barbara}, pdf = {10.1145/3539618.3591750.pdf}, shortname = {SIGIR 2023} }

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   Yuhao Wang, Xiangyu Zhao, Bo Chen, Qidong Liu, Huifeng Guo, Huanshuo Liu, Yichao Wang, Rui Zhang, Ruiming Tang

   PLATE: A Prompt-Enhanced Paradigm for Multi-Scenario Recommendations

   SIGIR 2023
8. pdf

   @inproceedings{DBLP:conf/sigir/ZhuJCDLDTZ23, author = {Zhu, Jieming and Jia, Qinglin and Cai, Guohao and Dai, Quanyu and Li, Jingjie and Dong, Zhenhua and Tang, Ruiming and Zhang, Rui}, title = {{FINAL:} Factorized Interaction Layer for {CTR} Prediction}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigir/ZhuJCDLDTZ23.bib}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, doi = {10.1145/3539618.3591988}, url = {https://doi.org/10.1145/3539618.3591988}, year = {2023}, publisher = {{ACM}}, pages = {2006--2010}, booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, {SIGIR} 2023, Taipei, Taiwan, July 23-27, 2023}, editor = {Chen, Hsin{-}Hsi and Duh, Wei{-}Jou (Edward) and Huang, Hen{-}Hsen and Kato, Makoto P. and Mothe, Josiane and Poblete, Barbara}, pdf = {10.1145/3539618.3591988.pdf}, shortname = {SIGIR 2023} }

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   Jieming Zhu, Qinglin Jia, Guohao Cai, Quanyu Dai, Jingjie Li, Zhenhua Dong, Ruiming Tang, Rui Zhang

   FINAL: Factorized Interaction Layer for CTR Prediction

   SIGIR 2023
9. pdf

   @article{DBLP:journals/cviu/YooLKLZ23, author = {Yoo, Hongsang and Li, Haopeng and Ke, Qiuhong and Liu, Liangchen and Zhang, Rui}, title = {Precondition and effect reasoning for action recognition}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/cviu/YooLKLZ23.bib}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, doi = {10.1016/J.CVIU.2023.103691}, url = {https://doi.org/10.1016/j.cviu.2023.103691}, year = {2023}, pages = {103691}, volume = {232}, journal = {Comput. Vis. Image Underst.}, pdf = {10.1016/J.CVIU.2023.103691.pdf}, shortname = {Computer Vision and Image Understanding, Volume 232, July 2023, pages 103691} }

   bib code

   Hongsang Yoo, Haopeng Li, Qiuhong Ke, Liangchen Liu, Rui Zhang

   Precondition and effect reasoning for action recognition

   Computer Vision and Image Understanding, Volume 232, July 2023, pages 103691
10. pdf

    @inproceedings{DBLP:conf/ijcai/WeiYZCW23, author = {Wei, Haojie and Yuan, Jun and Zhang, Rui and Chen, Yueguo and Wang, Gang}, title = {{JEPOO:} Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcai/WeiYZCW23.bib}, timestamp = {Tue, 15 Oct 2024 16:43:28 +0200}, doi = {10.24963/IJCAI.2023/544}, url = {https://doi.org/10.24963/ijcai.2023/544}, year = {2023}, publisher = {ijcai.org}, pages = {4892--4902}, booktitle = {Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao, SAR, China}, pdf = {10.24963/IJCAI.2023/544.pdf}, shortname = {IJCAI 2023} }

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    Haojie Wei, Jun Yuan, Rui Zhang, Yueguo Chen, Gang Wang

    JEPOO: Highly Accurate Joint Estimation of Pitch, Onset and Offset for Music Information Retrieval

    IJCAI 2023
11. pdf

    @inproceedings{DBLP:conf/ijcai/ChenZLZ0Z23, author = {Chen, Han and Zhao, Ziwen and Li, Yuhua and Zou, Yixiong and Li, Ruixuan and Zhang, Rui}, title = {{CSGCL:} Community-Strength-Enhanced Graph Contrastive Learning}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcai/ChenZLZ0Z23.bib}, timestamp = {Tue, 15 Oct 2024 16:43:28 +0200}, doi = {10.24963/IJCAI.2023/229}, url = {https://doi.org/10.24963/ijcai.2023/229}, year = {2023}, publisher = {ijcai.org}, pages = {2059--2067}, booktitle = {Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao, SAR, China}, pdf = {10.24963/IJCAI.2023/229.pdf}, shortname = {IJCAI 2023} }

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    Han Chen, Ziwen Zhao, Yuhua Li, Yixiong Zou, Ruixuan Li, Rui Zhang

    CSGCL: Community-Strength-Enhanced Graph Contrastive Learning

    IJCAI 2023
12. pdf

    @inproceedings{DBLP:conf/www/LiuJWLDB0T23, author = {Liu, Xiaofan and Jia, Qinglin and Wu, Chuhan and Li, Jingjie and Dai, Quanyu and Bo, Lin and Zhang, Rui and Tang, Ruiming}, title = {Task Adaptive Multi-learner Network for Joint {CTR} and {CVR} Estimation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/www/LiuJWLDB0T23.bib}, timestamp = {Mon, 28 Aug 2023 21:17:11 +0200}, doi = {10.1145/3543873.3584653}, url = {https://doi.org/10.1145/3543873.3584653}, year = {2023}, publisher = {{ACM}}, pages = {490--494}, booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}, editor = {Ding, Ying and Tang, Jie and Sequeda, Juan F. and Aroyo, Lora and Castillo, Carlos and Houben, Geert{-}Jan}, pdf = {10.1145/3543873.3584653.pdf}, shortname = {WWW 2023} }

    bib code

    Xiaofan Liu, Qinglin Jia, Chuhan Wu, Jingjie Li, Quanyu Dai, Lin Bo, Rui Zhang, Ruiming Tang

    Task Adaptive Multi-learner Network for Joint CTR and CVR Estimation

    WWW 2023
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    @inproceedings{DBLP:conf/www/0006MY0G000TLZ23, author = {Guo, Wei and Meng, Chang and Yuan, Enming and He, Zhicheng and Guo, Huifeng and Zhang, Yingxue and Chen, Bo and Hu, Yaochen and Tang, Ruiming and Li, Xiu and Zhang, Rui}, title = {Compressed Interaction Graph based Framework for Multi-behavior Recommendation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/www/0006MY0G000TLZ23.bib}, timestamp = {Tue, 07 Nov 2023 00:00:00 +0100}, doi = {10.1145/3543507.3583312}, url = {https://doi.org/10.1145/3543507.3583312}, year = {2023}, publisher = {{ACM}}, pages = {960--970}, booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}, editor = {Ding, Ying and Tang, Jie and Sequeda, Juan F. and Aroyo, Lora and Castillo, Carlos and Houben, Geert{-}Jan}, pdf = {10.1145/3543507.3583312.pdf}, shortname = {WWW 2023} }

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    Wei Guo, Chang Meng, Enming Yuan, Zhicheng He, Huifeng Guo, Yingxue Zhang, Bo Chen, Yaochen Hu, Ruiming Tang, Xiu Li, Rui Zhang

    Compressed Interaction Graph based Framework for Multi-behavior Recommendation

    WWW 2023
14. pdf

    @inproceedings{DBLP:conf/www/ZhangCTSDDZ23, author = {Zhang, Jingsen and Chen, Xu and Tang, Jiakai and Shao, Weiqi and Dai, Quanyu and Dong, Zhenhua and Zhang, Rui}, title = {Recommendation with Causality enhanced Natural Language Explanations}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/www/ZhangCTSDDZ23.bib}, timestamp = {Mon, 28 Aug 2023 21:17:10 +0200}, doi = {10.1145/3543507.3583260}, url = {https://doi.org/10.1145/3543507.3583260}, year = {2023}, publisher = {{ACM}}, pages = {876--886}, booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}, editor = {Ding, Ying and Tang, Jie and Sequeda, Juan F. and Aroyo, Lora and Castillo, Carlos and Houben, Geert{-}Jan}, pdf = {10.1145/3543507.3583260.pdf}, shortname = {WWW 2023} }

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    Jingsen Zhang, Xu Chen, Jiakai Tang, Weiqi Shao, Quanyu Dai, Zhenhua Dong, Rui Zhang

    Recommendation with Causality enhanced Natural Language Explanations

    WWW 2023
15. pdf

    @article{DBLP:journals/tkde/TrisedyaQZSZ23, author = {Trisedya, Bayu Distiawan and Qi, Jianzhong and Zheng, Hai{-}Tao and Salim, Flora D. and Zhang, Rui}, title = {TransCP: {A} Transformer Pointer Network for Generic Entity Description Generation With Explicit Content-Planning}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tkde/TrisedyaQZSZ23.bib}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, doi = {10.1109/TKDE.2023.3271971}, url = {https://doi.org/10.1109/TKDE.2023.3271971}, year = {2023}, pages = {13070--13082}, number = {12}, volume = {35}, journal = {{IEEE} Trans. Knowl. Data Eng.}, pdf = {10.1109/TKDE.2023.3271971.pdf}, shortname = {TKDE 2023} }

    bib code

    Bayu Distiawan Trisedya, Jianzhong Qi, Hai-Tao Zheng, Flora D. Salim, Rui Zhang

    TransCP: A Transformer Pointer Network for Generic Entity Description Generation With Explicit Content-Planning

    TKDE 2023
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    @article{DBLP:journals/tkde/ZhaoQTSZR23, author = {Zhao, Yunxiang and Qi, Jianzhong and Trisedya, Bayu Distiawan and Su, Yixin and Zhang, Rui and Ren, Hongguang}, title = {Learning Region Similarities via Graph-Based Deep Metric Learning}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tkde/ZhaoQTSZR23.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1109/TKDE.2023.3253802}, url = {https://doi.org/10.1109/TKDE.2023.3253802}, year = {2023}, pages = {10237--10250}, number = {10}, volume = {35}, journal = {{IEEE} Trans. Knowl. Data Eng.}, pdf = {10.1109/TKDE.2023.3253802.pdf}, shortname = {TKDE 2023} }

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    Yunxiang Zhao, Jianzhong Qi, Bayu Distiawan Trisedya, Yixin Su, Rui Zhang, Hongguang Ren

    Learning Region Similarities via Graph-Based Deep Metric Learning

    TKDE 2023
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    @article{DBLP:journals/tois/LiuCLZDZHPM23, author = {Liu, Dugang and Cheng, Pengxiang and Lin, Zinan and Zhang, Xiaolian and Dong, Zhenhua and Zhang, Rui and He, Xiuqiang and Pan, Weike and Ming, Zhong}, title = {Bounding System-Induced Biases in Recommender Systems with a Randomized Dataset}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tois/LiuCLZDZHPM23.bib}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, doi = {10.1145/3582002}, url = {https://doi.org/10.1145/3582002}, year = {2023}, pages = {108:1--108:26}, number = {4}, volume = {41}, journal = {{ACM} Trans. Inf. Syst.}, pdf = {10.1145/3582002.pdf}, shortname = {TOIS 2023} }

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    Dugang Liu, Pengxiang Cheng, Zinan Lin, Xiaolian Zhang, Zhenhua Dong, Rui Zhang, Xiuqiang He, Weike Pan, Zhong Ming

    Bounding System-Induced Biases in Recommender Systems with a Randomized Dataset

    TOIS 2023
18. pdf

    @inproceedings{DBLP:conf/wsdm/XiLLD0ZT023, author = {Xi, Yunjia and Lin, Jianghao and Liu, Weiwen and Dai, Xinyi and Zhang, Weinan and Zhang, Rui and Tang, Ruiming and Yu, Yong}, title = {A Bird's-eye View of Reranking: From List Level to Page Level}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/wsdm/XiLLD0ZT023.bib}, timestamp = {Thu, 16 Mar 2023 00:00:00 +0100}, doi = {10.1145/3539597.3570399}, url = {https://doi.org/10.1145/3539597.3570399}, year = {2023}, publisher = {{ACM}}, pages = {1075--1083}, booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 - 3 March 2023}, editor = {Chua, Tat{-}Seng and Lauw, Hady W. and Si, Luo and Terzi, Evimaria and Tsaparas, Panayiotis}, pdf = {10.1145/3539597.3570399.pdf}, shortname = {WSDM 2023} }

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    Yunjia Xi, Jianghao Lin, Weiwen Liu, Xinyi Dai, Weinan Zhang, Rui Zhang, Ruiming Tang, Yong Yu

    A Bird’s-eye View of Reranking: From List Level to Page Level

    WSDM 2023
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    @inproceedings{DBLP:conf/wsdm/FuLLT0Z023, author = {Fu, Lingyue and Lin, Jianghao and Liu, Weiwen and Tang, Ruiming and Zhang, Weinan and Zhang, Rui and Yu, Yong}, title = {An F-shape Click Model for Information Retrieval on Multi-block Mobile Pages}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/wsdm/FuLLT0Z023.bib}, timestamp = {Thu, 16 Mar 2023 00:00:00 +0100}, doi = {10.1145/3539597.3570365}, url = {https://doi.org/10.1145/3539597.3570365}, year = {2023}, publisher = {{ACM}}, pages = {1057--1065}, booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 - 3 March 2023}, editor = {Chua, Tat{-}Seng and Lauw, Hady W. and Si, Luo and Terzi, Evimaria and Tsaparas, Panayiotis}, pdf = {10.1145/3539597.3570365.pdf}, shortname = {WSDM 2023} }

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    Lingyue Fu, Jianghao Lin, Weiwen Liu, Ruiming Tang, Weinan Zhang, Rui Zhang, Yong Yu

    An F-shape Click Model for Information Retrieval on Multi-block Mobile Pages

    WSDM 2023
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    @inproceedings{DBLP:conf/aaai/LiGHZ0T0023, author = {Li, Shiwei and Guo, Huifeng and Hou, Lu and Zhang, Wei and Tang, Xing and Tang, Ruiming and Zhang, Rui and Li, Ruixuan}, title = {Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/aaai/LiGHZ0T0023.bib}, timestamp = {Tue, 03 Dec 2024 00:00:00 +0100}, doi = {10.1609/AAAI.V37I4.25564}, url = {https://doi.org/10.1609/aaai.v37i4.25564}, year = {2023}, publisher = {{AAAI} Press}, pages = {4435--4443}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, editor = {Williams, Brian and Chen, Yiling and Neville, Jennifer}, pdf = {10.1609/AAAI.V37I4.25564.pdf}, shortname = {AAAI 2023} }

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    Shiwei Li, Huifeng Guo, Lu Hou, Wei Zhang, Xing Tang, Ruiming Tang, Rui Zhang, Ruixuan Li

    Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction

    AAAI 2023
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    @inproceedings{DBLP:conf/aaai/SunZDXHLZLL23, author = {Sun, Rui and Zhou, Fengwei and Dong, Zhenhua and Xie, Chuanlong and Hong, Lanqing and Li, Jiawei and Zhang, Rui and Li, Zhen and Li, Zhenguo}, title = {Fair-CDA: Continuous and Directional Augmentation for Group Fairness}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/aaai/SunZDXHLZLL23.bib}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, doi = {10.1609/AAAI.V37I8.26183}, url = {https://doi.org/10.1609/aaai.v37i8.26183}, year = {2023}, publisher = {{AAAI} Press}, pages = {9918--9926}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, editor = {Williams, Brian and Chen, Yiling and Neville, Jennifer}, pdf = {10.1609/AAAI.V37I8.26183.pdf}, shortname = {AAAI 2023} }

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    Rui Sun, Fengwei Zhou, Zhenhua Dong, Chuanlong Xie, Lanqing Hong, Jiawei Li, Rui Zhang, Zhen Li, Zhenguo Li

    Fair-CDA: Continuous and Directional Augmentation for Group Fairness

    AAAI 2023
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    @article{DBLP:journals/csur/WuZKB23, author = {Wu, Caesar and Zhang, Rui and Kotagiri, Ramamohanarao and Bouvry, Pascal}, title = {Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/csur/WuZKB23.bib}, timestamp = {Fri, 02 Jun 2023 01:00:00 +0200}, doi = {10.1145/3571807}, url = {https://doi.org/10.1145/3571807}, year = {2023}, pages = {250:1--250:30}, number = {12}, volume = {55}, journal = {{ACM} Comput. Surv.}, pdf = {10.1145/3571807.pdf}, shortname = {ACM Computing Surveys, 55(12), 1-C30, 2023} }

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    Caesar Wu, Rui Zhang, Ramamohanarao Kotagiri, Pascal Bouvry

    Strategic Decisions: Survey, Taxonomy, and Future Directions from Artificial Intelligence Perspective

    ACM Computing Surveys, 55(12), 1-C30, 2023
23. pdf

    @inproceedings{DBLP:conf/icde/LiuXQDTL0023, author = {Liu, Weiwen and Xi, Yunjia and Qin, Jiarui and Dai, Xinyi and Tang, Ruiming and Li, Shuai and Zhang, Weinan and Zhang, Rui}, title = {Personalized Diversification for Neural Re-ranking in Recommendation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/LiuXQDTL0023.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1109/ICDE55515.2023.00067}, url = {https://doi.org/10.1109/ICDE55515.2023.00067}, year = {2023}, publisher = {{IEEE}}, pages = {802--815}, booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023, Anaheim, CA, USA, April 3-7, 2023}, pdf = {10.1109/ICDE55515.2023.00067.pdf}, shortname = {ICDE 2023} }

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    Weiwen Liu, Yunjia Xi, Jiarui Qin, Xinyi Dai, Ruiming Tang, Shuai Li, Weinan Zhang, Rui Zhang

    Personalized Diversification for Neural Re-ranking in Recommendation

    ICDE 2023
24. pdf

    @article{DBLP:journals/pami/LiKGZ23, author = {Li, Haopeng and Ke, Qiuhong and Gong, Mingming and Zhang, Rui}, title = {Video Joint Modelling Based on Hierarchical Transformer for Co-Summarization}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {3}, pages = {3904--3917}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2022.3186506}, doi = {10.1109/TPAMI.2022.3186506}, timestamp = {Sat, 25 Feb 2023 21:35:11 +0100}, biburl = {https://dblp.org/rec/journals/pami/LiKGZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1109/TPAMI.2022.3186506.pdf}, shortname = {TPAMI 2023}, code = {https://github.com/ruizhang-ai/VJMHT-Video_Joint_Modelling_Based_on_Hierarchical_Transformer_for_Co_summarization} }

    bib code

    Haopeng Li, Qiuhong Ke, Mingming Gong, Rui Zhang

    Video Joint Modelling Based on Hierarchical Transformer for Co-Summarization

    TPAMI 2023
25. pdf

    @inproceedings{DBLP:conf/icde/SongGZ023, author = {Song, Yang and Gu, Yu and Zhang, Rui and Yu, Ge}, title = {BrePartition: Optimized High-Dimensional kNN Search with Bregman Distances (Extended Abstract)}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/SongGZ023.bib}, timestamp = {Tue, 15 Aug 2023 01:00:00 +0200}, doi = {10.1109/ICDE55515.2023.00368}, url = {https://doi.org/10.1109/ICDE55515.2023.00368}, year = {2023}, publisher = {{IEEE}}, pages = {3883--3884}, booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023, Anaheim, CA, USA, April 3-7, 2023}, pdf = {10.1109/ICDE55515.2023.00368.pdf}, shortname = {TKDE 2022} }

    bib code

    Yang Song, Yu Gu, Rui Zhang, Ge Yu

    BrePartition: Optimized High-Dimensional kNN Search with Bregman Distances (Extended Abstract)

    TKDE 2022

2022

1. pdf

   @inproceedings{DBLP:conf/cikm/0023GLD0G00TZ22, author = {Chen, Bo and Guo, Huifeng and Liu, Weiwen and Ding, Yue and Li, Yunzhe and Guo, Wei and Wang, Yichao and He, Zhicheng and Tang, Ruiming and Zhang, Rui}, title = {Numerical Feature Representation with Hybrid \emph{N}-ary Encoding}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/cikm/0023GLD0G00TZ22.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1145/3511808.3557090}, url = {https://doi.org/10.1145/3511808.3557090}, year = {2022}, publisher = {{ACM}}, pages = {2984--2993}, booktitle = {Proceedings of the 31st {ACM} International Conference on Information {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}, editor = {Hasan, Mohammad Al and Xiong, Li}, pdf = {10.1145/3511808.3557090.pdf}, shortname = {CIKM 2022} }

   bib code

   Bo Chen, Huifeng Guo, Weiwen Liu, Yue Ding, Yunzhe Li, Wei Guo, Yichao Wang, Zhicheng He, Ruiming Tang, Rui Zhang

   Numerical Feature Representation with Hybrid \emphN-ary Encoding

   CIKM 2022
2. pdf

   @inproceedings{DBLP:conf/cikm/DaiLZYDZXT22, author = {Dai, Quanyu and Lv, Yalei and Zhu, Jieming and Ye, Junjie and Dong, Zhenhua and Zhang, Rui and Xia, Shu{-}Tao and Tang, Ruiming}, title = {{LCD:} Adaptive Label Correction for Denoising Music Recommendation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/cikm/DaiLZYDZXT22.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1145/3511808.3557625}, url = {https://doi.org/10.1145/3511808.3557625}, year = {2022}, publisher = {{ACM}}, pages = {3903--3907}, booktitle = {Proceedings of the 31st {ACM} International Conference on Information {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}, editor = {Hasan, Mohammad Al and Xiong, Li}, pdf = {10.1145/3511808.3557625.pdf}, shortname = {CIKM 2022} }

   bib code

   Quanyu Dai, Yalei Lv, Jieming Zhu, Junjie Ye, Zhenhua Dong, Rui Zhang, Shu-Tao Xia, Ruiming Tang

   LCD: Adaptive Label Correction for Denoising Music Recommendation

   CIKM 2022
3. pdf

   @inproceedings{DBLP:conf/kdd/0001XDGTXZ22, author = {He, Zhicheng and Xia, Wei and Dong, Kai and Guo, Huifeng and Tang, Ruiming and Xia, Dingyin and Zhang, Rui}, title = {Unsupervised Learning Style Classification for Learning Path Generation in Online Education Platforms}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/kdd/0001XDGTXZ22.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1145/3534678.3539107}, url = {https://doi.org/10.1145/3534678.3539107}, year = {2022}, publisher = {{ACM}}, pages = {2997--3006}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, editor = {Zhang, Aidong and Rangwala, Huzefa}, pdf = {10.1145/3534678.3539107.pdf}, shortname = {KDD 2022} }

   bib code

   Zhicheng He, Wei Xia, Kai Dong, Huifeng Guo, Ruiming Tang, Dingyin Xia, Rui Zhang

   Unsupervised Learning Style Classification for Learning Path Generation in Online Education Platforms

   KDD 2022
4. pdf

   @inproceedings{DBLP:conf/kdd/DaiLWDZZZS22, author = {Dai, Quanyu and Li, Haoxuan and Wu, Peng and Dong, Zhenhua and Zhou, Xiao{-}Hua and Zhang, Rui and Zhang, Rui and Sun, Jie}, title = {A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/kdd/DaiLWDZZZS22.bib}, timestamp = {Tue, 16 Jul 2024 01:00:00 +0200}, doi = {10.1145/3534678.3539270}, url = {https://doi.org/10.1145/3534678.3539270}, year = {2022}, publisher = {{ACM}}, pages = {252--262}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, editor = {Zhang, Aidong and Rangwala, Huzefa}, pdf = {10.1145/3534678.3539270.pdf}, shortname = {KDD 2022} }

   bib code

   Quanyu Dai, Haoxuan Li, Peng Wu, Zhenhua Dong, Xiao-Hua Zhou, Rui Zhang, Rui Zhang, Jie Sun

   A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction

   KDD 2022
5. pdf

   @inproceedings{DBLP:conf/kdd/SuZEGZ22, author = {Su, Yixin and Zhao, Yunxiang and Erfani, Sarah M. and Gan, Junhao and Zhang, Rui}, title = {Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/kdd/SuZEGZ22.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1145/3534678.3539238}, url = {https://doi.org/10.1145/3534678.3539238}, year = {2022}, publisher = {{ACM}}, pages = {1676--1686}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, editor = {Zhang, Aidong and Rangwala, Huzefa}, pdf = {10.1145/3534678.3539238.pdf}, shortname = {AAAI 2021} }

   bib code

   Yixin Su, Yunxiang Zhao, Sarah M. Erfani, Junhao Gan, Rui Zhang

   Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems

   AAAI 2021
6. pdf

   @inproceedings{DBLP:conf/ijcai/LiuXQS00ZT22, author = {Liu, Weiwen and Xi, Yunjia and Qin, Jiarui and Sun, Fei and Chen, Bo and Zhang, Weinan and Zhang, Rui and Tang, Ruiming}, title = {Neural Re-ranking in Multi-stage Recommender Systems: {A} Review}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcai/LiuXQS00ZT22.bib}, timestamp = {Tue, 15 Oct 2024 16:43:28 +0200}, doi = {10.24963/IJCAI.2022/771}, url = {https://doi.org/10.24963/ijcai.2022/771}, year = {2022}, publisher = {ijcai.org}, pages = {5512--5520}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, editor = {Raedt, Luc De}, pdf = {10.24963/IJCAI.2022/771.pdf}, shortname = {IJCAI-ECAI 2022}, code = {https://github.com/librerank-community/librerank} }

   bib code

   Weiwen Liu, Yunjia Xi, Jiarui Qin, Fei Sun, Bo Chen, Weinan Zhang, Rui Zhang, Ruiming Tang

   Neural Re-ranking in Multi-stage Recommender Systems: A Review

   IJCAI-ECAI 2022
7. pdf

   @inproceedings{DBLP:conf/ijcai/WuL0HLZ22, author = {Wu, Yuanbo Lin and Liu, Deyin and Guo, Xiaojie and Hong, Richang and Liu, Liangchen and Zhang, Rui}, title = {Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcai/WuL0HLZ22.bib}, timestamp = {Tue, 15 Oct 2024 16:43:28 +0200}, doi = {10.24963/IJCAI.2022/204}, url = {https://doi.org/10.24963/ijcai.2022/204}, year = {2022}, publisher = {ijcai.org}, pages = {1465--1473}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, editor = {Raedt, Luc De}, pdf = {10.24963/IJCAI.2022/204.pdf}, shortname = {IJCAI-ECAI 2022} }

   bib code

   Yuanbo Lin Wu, Deyin Liu, Xiaojie Guo, Richang Hong, Liangchen Liu, Rui Zhang

   Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks

   IJCAI-ECAI 2022
8. pdf

   @article{DBLP:journals/ijon/XuLYWCLFZ22, author = {Xu, Zhenghua and Liu, Shijie and Yuan, Di and Wang, Lei and Chen, Junyang and Lukasiewicz, Thomas and Fu, Zhigang and Zhang, Rui}, title = {{\(\omega\)}-net: Dual supervised medical image segmentation with multi-dimensional self-attention and diversely-connected multi-scale convolution}, journal = {Neurocomputing}, volume = {500}, pages = {177--190}, year = {2022}, url = {https://doi.org/10.1016/j.neucom.2022.05.053}, doi = {10.1016/J.NEUCOM.2022.05.053}, timestamp = {Thu, 08 Aug 2024 12:56:51 +0200}, biburl = {https://dblp.org/rec/journals/ijon/XuLYWCLFZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1016/J.NEUCOM.2022.05.053.pdf}, shortname = {Neurocomputing 2022} }

   bib code

   Zhenghua Xu, Shijie Liu, Di Yuan, Lei Wang, Junyang Chen, Thomas Lukasiewicz, Zhigang Fu, Rui Zhang

   \(ω\)-net: Dual supervised medical image segmentation with multi-dimensional self-attention and diversely-connected multi-scale convolution

   Neurocomputing 2022
9. pdf

   @inproceedings{DBLP:conf/sigir/ZhuDSMLCXZ22, author = {Zhu, Jieming and Dai, Quanyu and Su, Liangcai and Ma, Rong and Liu, Jinyang and Cai, Guohao and Xiao, Xi and Zhang, Rui}, title = {{BARS:} Towards Open Benchmarking for Recommender Systems}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigir/ZhuDSMLCXZ22.bib}, timestamp = {Tue, 12 Nov 2024 00:00:00 +0100}, doi = {10.1145/3477495.3531723}, url = {https://doi.org/10.1145/3477495.3531723}, year = {2022}, publisher = {{ACM}}, pages = {2912--2923}, booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}, editor = {Amig{\'{o}}, Enrique and Castells, Pablo and Gonzalo, Julio and Carterette, Ben and Culpepper, J. Shane and Kazai, Gabriella}, pdf = {10.1145/3477495.3531723.pdf}, shortname = {SIGIR 2022}, code = {https://paperswithcode.com/paper/bars-towards-open-benchmarking-for} }

   bib code

   Jieming Zhu, Quanyu Dai, Liangcai Su, Rong Ma, Jinyang Liu, Guohao Cai, Xi Xiao, Rui Zhang

   BARS: Towards Open Benchmarking for Recommender Systems

   SIGIR 2022
10. pdf

    @inproceedings{DBLP:conf/sigir/XiLZZDTZZY22, author = {Xi, Yunjia and Liu, Weiwen and Zhu, Jieming and Zhao, Xilong and Dai, Xinyi and Tang, Ruiming and Zhang, Weinan and Zhang, Rui and Yu, Yong}, title = {Multi-Level Interaction Reranking with User Behavior History}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigir/XiLZZDTZZY22.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1145/3477495.3532026}, url = {https://doi.org/10.1145/3477495.3532026}, year = {2022}, publisher = {{ACM}}, pages = {1336--1346}, booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}, editor = {Amig{\'{o}}, Enrique and Castells, Pablo and Gonzalo, Julio and Carterette, Ben and Culpepper, J. Shane and Kazai, Gabriella}, pdf = {10.1145/3477495.3532026.pdf}, shortname = {SIGIR 2022} }

    bib code

    Yunjia Xi, Weiwen Liu, Jieming Zhu, Xilong Zhao, Xinyi Dai, Ruiming Tang, Weinan Zhang, Rui Zhang, Yong Yu

    Multi-Level Interaction Reranking with User Behavior History

    SIGIR 2022
11. pdf

    @inproceedings{DBLP:conf/sigir/QinZ0LLTZY022, author = {Qin, Jiarui and Zhu, Jiachen and Chen, Bo and Liu, Zhirong and Liu, Weiwen and Tang, Ruiming and Zhang, Rui and Yu, Yong and Zhang, Weinan}, title = {RankFlow: Joint Optimization of Multi-Stage Cascade Ranking Systems as Flows}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigir/QinZ0LLTZY022.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1145/3477495.3532050}, url = {https://doi.org/10.1145/3477495.3532050}, year = {2022}, publisher = {{ACM}}, pages = {814--824}, booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}, editor = {Amig{\'{o}}, Enrique and Castells, Pablo and Gonzalo, Julio and Carterette, Ben and Culpepper, J. Shane and Kazai, Gabriella}, pdf = {10.1145/3477495.3532050.pdf}, shortname = {SIGIR 2022} }

    bib code

    Jiarui Qin, Jiachen Zhu, Bo Chen, Zhirong Liu, Weiwen Liu, Ruiming Tang, Rui Zhang, Yong Yu, Weinan Zhang

    RankFlow: Joint Optimization of Multi-Stage Cascade Ranking Systems as Flows

    SIGIR 2022
12. pdf

    @inproceedings{DBLP:conf/sigir/CaiZDD0TZ22, author = {Cai, Guohao and Zhu, Jieming and Dai, Quanyu and Dong, Zhenhua and He, Xiuqiang and Tang, Ruiming and Zhang, Rui}, title = {ReLoop: {A} Self-Correction Continual Learning Loop for Recommender Systems}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigir/CaiZDD0TZ22.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1145/3477495.3531922}, url = {https://doi.org/10.1145/3477495.3531922}, year = {2022}, publisher = {{ACM}}, pages = {2692--2697}, booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}, editor = {Amig{\'{o}}, Enrique and Castells, Pablo and Gonzalo, Julio and Carterette, Ben and Culpepper, J. Shane and Kazai, Gabriella}, pdf = {10.1145/3477495.3531922.pdf}, shortname = {SIGIR 2022} }

    bib code

    Guohao Cai, Jieming Zhu, Quanyu Dai, Zhenhua Dong, Xiuqiang He, Ruiming Tang, Rui Zhang

    ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems

    SIGIR 2022
13. pdf

    @article{DBLP:journals/vldb/ZhangTLJQ22, author = {Zhang, Rui and Trisedya, Bayu Distiawan and Li, Miao and Jiang, Yong and Qi, Jianzhong}, title = {A benchmark and comprehensive survey on knowledge graph entity alignment via representation learning}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/vldb/ZhangTLJQ22.bib}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, doi = {10.1007/S00778-022-00747-Z}, url = {https://doi.org/10.1007/s00778-022-00747-z}, year = {2022}, pages = {1143--1168}, number = {5}, volume = {31}, journal = {{VLDB} J.}, pdf = {10.1007/s00778-022-00747-z.pdf}, shortname = {VLDB 2022}, code = {https://github.com/ruizhang-ai/EA_for_KG} }

    bib code

    Rui Zhang, Bayu Distiawan Trisedya, Miao Li, Yong Jiang, Jianzhong Qi

    A benchmark and comprehensive survey on knowledge graph entity alignment via representation learning

    VLDB 2022
14. pdf

    @inproceedings{DBLP:conf/acl/YangZEL22, author = {Yang, Shiquan and Zhang, Rui and Erfani, Sarah M. and Lau, Jey Han}, title = {An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/acl/YangZEL22.bib}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, doi = {10.18653/V1/2022.ACL-LONG.338}, url = {https://doi.org/10.18653/v1/2022.acl-long.338}, year = {2022}, publisher = {Association for Computational Linguistics}, pages = {4918--4935}, booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland, May 22-27, 2022}, editor = {Muresan, Smaranda and Nakov, Preslav and Villavicencio, Aline}, pdf = {10.18653/V1/2022.ACL-LONG.338.pdf}, shortname = {ACL 2022} }

    bib code

    Shiquan Yang, Rui Zhang, Sarah M. Erfani, Jey Han Lau

    An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation

    ACL 2022
15. pdf

    @inproceedings{DBLP:conf/www/YaoZZZZZH22, author = {Yao, Dong and Zhao, Zhou and Zhang, Shengyu and Zhu, Jieming and Zhu, Yudong and Zhang, Rui and He, Xiuqiang}, title = {Contrastive Learning with Positive-Negative Frame Mask for Music Representation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/www/YaoZZZZZH22.bib}, timestamp = {Sun, 27 Aug 2023 01:00:00 +0200}, doi = {10.1145/3485447.3512011}, url = {https://doi.org/10.1145/3485447.3512011}, year = {2022}, publisher = {{ACM}}, pages = {2906--2915}, booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}, editor = {Laforest, Fr{\'{e}}d{\'{e}}rique and Troncy, Rapha{\"{e}}l and Simperl, Elena and Agarwal, Deepak and Gionis, Aristides and Herman, Ivan and M{\'{e}}dini, Lionel}, pdf = {10.1145/3485447.3512011.pdf}, shortname = {WWW 2022} }

    bib code

    Dong Yao, Zhou Zhao, Shengyu Zhang, Jieming Zhu, Yudong Zhu, Rui Zhang, Xiuqiang He

    Contrastive Learning with Positive-Negative Frame Mask for Music Representation

    WWW 2022
16. pdf

    @inproceedings{DBLP:conf/icde/LyuTGTHZL22, author = {Lyu, Fuyuan and Tang, Xing and Guo, Huifeng and Tang, Ruiming and He, Xiuqiang and Zhang, Rui and Liu, Xue}, title = {Memorize, Factorize, or be Naive: Learning Optimal Feature Interaction Methods for {CTR} Prediction}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/LyuTGTHZL22.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1109/ICDE53745.2022.00113}, url = {https://doi.org/10.1109/ICDE53745.2022.00113}, year = {2022}, publisher = {{IEEE}}, pages = {1450--1462}, booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022, Kuala Lumpur, Malaysia, May 9-12, 2022}, pdf = {10.1109/ICDE53745.2022.00113.pdf}, shortname = {ICDE 2022} }

    bib code

    Fuyuan Lyu, Xing Tang, Huifeng Guo, Ruiming Tang, Xiuqiang He, Rui Zhang, Xue Liu

    Memorize, Factorize, or be Naive: Learning Optimal Feature Interaction Methods for CTR Prediction

    ICDE 2022
17. pdf

    @inproceedings{DBLP:conf/icde/GuoZHQGCTHZ22, author = {Guo, Wei and Zhang, Can and He, Zhicheng and Qin, Jiarui and Guo, Huifeng and Chen, Bo and Tang, Ruiming and He, Xiuqiang and Zhang, Rui}, title = {{MISS:} Multi-Interest Self-Supervised Learning Framework for Click-Through Rate Prediction}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/GuoZHQGCTHZ22.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1109/ICDE53745.2022.00059}, url = {https://doi.org/10.1109/ICDE53745.2022.00059}, year = {2022}, publisher = {{IEEE}}, pages = {727--740}, booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022, Kuala Lumpur, Malaysia, May 9-12, 2022}, pdf = {10.1109/ICDE53745.2022.00059.pdf}, shortname = {ICDE 2022} }

    bib code

    Wei Guo, Can Zhang, Zhicheng He, Jiarui Qin, Huifeng Guo, Bo Chen, Ruiming Tang, Xiuqiang He, Rui Zhang

    MISS: Multi-Interest Self-Supervised Learning Framework for Click-Through Rate Prediction

    ICDE 2022
18. pdf

    @inproceedings{DBLP:conf/aaai/YuZLHZYH022, author = {Yu, Runpeng and Zhu, Hong and Li, Kaican and Hong, Lanqing and Zhang, Rui and Ye, Nanyang and Huang, Shao{-}Lun and He, Xiuqiang}, title = {Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/aaai/YuZLHZYH022.bib}, timestamp = {Thu, 25 Jul 2024 01:00:00 +0200}, doi = {10.1609/AAAI.V36I8.20877}, url = {https://doi.org/10.1609/aaai.v36i8.20877}, year = {2022}, publisher = {{AAAI} Press}, pages = {8945--8953}, booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI} 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22 - March 1, 2022}, pdf = {10.1609/AAAI.V36I8.20877.pdf}, shortname = {AAAI 2022} }

    bib code

    Runpeng Yu, Hong Zhu, Kaican Li, Lanqing Hong, Rui Zhang, Nanyang Ye, Shao-Lun Huang, Xiuqiang He

    Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms

    AAAI 2022
19. pdf

    @article{DBLP:journals/pami/TrisedyaQWZ22, author = {Trisedya, Bayu Distiawan and Qi, Jianzhong and Wang, Wei and Zhang, Rui}, title = {{GCP:} Graph Encoder With Content-Planning for Sentence Generation From Knowledge Bases}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pami/TrisedyaQWZ22.bib}, timestamp = {Sat, 18 Feb 2023 00:00:00 +0100}, doi = {10.1109/TPAMI.2021.3118703}, url = {https://doi.org/10.1109/TPAMI.2021.3118703}, year = {2022}, pages = {7521--7533}, number = {11}, volume = {44}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, pdf = {10.1109/TPAMI.2021.3118703.pdf}, shortname = {TPAMI 2022} }

    bib code

    Bayu Distiawan Trisedya, Jianzhong Qi, Wei Wang, Rui Zhang

    GCP: Graph Encoder With Content-Planning for Sentence Generation From Knowledge Bases

    TPAMI 2022
20. pdf

    @article{DBLP:journals/tkde/GuYSQWYZ22, author = {Gu, Yu and Yu, Kaiqiang and Song, Zhen and Qi, Jianzhong and Wang, Zhigang and Yu, Ge and Zhang, Rui}, title = {Distributed Hypergraph Processing Using Intersection Graphs}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {34}, number = {7}, pages = {3182--3195}, year = {2022}, url = {https://doi.org/10.1109/TKDE.2020.3022014}, doi = {10.1109/TKDE.2020.3022014}, timestamp = {Mon, 05 Feb 2024 20:21:13 +0100}, biburl = {https://dblp.org/rec/journals/tkde/GuYSQWYZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1109/TKDE.2020.3022014.pdf}, shortname = {TKDE 2022} }

    bib code

    Yu Gu, Kaiqiang Yu, Zhen Song, Jianzhong Qi, Zhigang Wang, Ge Yu, Rui Zhang

    Distributed Hypergraph Processing Using Intersection Graphs

    TKDE 2022
21. pdf

    @inproceedings{DBLP:conf/kdd/SuZEGZ23, author = {Su, Yixin and Zhao, Yunxiang and Erfani, Sarah M. and Gan, Junhao and Zhang, Rui}, title = {Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/kdd/SuZEGZ22.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1145/3534678.3539238}, url = {https://doi.org/10.1145/3534678.3539238}, year = {2022}, publisher = {{ACM}}, pages = {1676--1686}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, editor = {Zhang, Aidong and Rangwala, Huzefa}, pdf = {10.1145/3534678.3539238.pdf}, shortname = {AAAI 2021}, code = {https://github.com/ruizhang-ai/HIRS-Detecting_Arbitrary_Order_Beneficial_Feature_Interactions_for_Recommender_Systems} }

    bib code

    Yixin Su, Yunxiang Zhao, Sarah M. Erfani, Junhao Gan, Rui Zhang

    Detecting Arbitrary Order Beneficial Feature Interactions for Recommender Systems

    AAAI 2021

2021

1. pdf

   @inproceedings{DBLP:conf/emnlp/TrisedyaW00C21, author = {Trisedya, Bayu Distiawan and Wang, Xiaojie and Qi, Jianzhong and Zhang, Rui and Cui, Qingjun}, title = {Grouped-Attention for Content-Selection and Content-Plan Generation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/emnlp/TrisedyaW00C21.bib}, timestamp = {Tue, 16 Jul 2024 01:00:00 +0200}, doi = {10.18653/V1/2021.FINDINGS-EMNLP.166}, url = {https://doi.org/10.18653/v1/2021.findings-emnlp.166}, year = {2021}, publisher = {Association for Computational Linguistics}, pages = {1935--1944}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021}, editor = {Moens, Marie{-}Francine and Huang, Xuanjing and Specia, Lucia and Yih, Scott Wen{-}tau}, pdf = {10.18653/V1/2021.FINDINGS-EMNLP.166.pdf}, shortname = {EMNLP 2021} }

   bib code

   Bayu Distiawan Trisedya, Xiaojie Wang, Jianzhong Qi, Rui Zhang, Qingjun Cui

   Grouped-Attention for Content-Selection and Content-Plan Generation

   EMNLP 2021
2. pdf

   @inproceedings{DBLP:conf/ijcai/YangZEL21, author = {Yang, Shiquan and Zhang, Rui and Erfani, Sarah M. and Lau, Jey Han}, title = {UniMF: {A} Unified Framework to Incorporate Multimodal Knowledge Bases intoEnd-to-End Task-Oriented Dialogue Systems}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcai/YangZEL21.bib}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, doi = {10.24963/IJCAI.2021/548}, url = {https://doi.org/10.24963/ijcai.2021/548}, year = {2021}, publisher = {ijcai.org}, pages = {3978--3984}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, editor = {Zhou, Zhi{-}Hua}, pdf = {10.24963/IJCAI.2021/548.pdf}, shortname = {IJCAI 2021} }

   bib code

   Shiquan Yang, Rui Zhang, Sarah M. Erfani, Jey Han Lau

   UniMF: A Unified Framework to Incorporate Multimodal Knowledge Bases intoEnd-to-End Task-Oriented Dialogue Systems

   IJCAI 2021
3. pdf

   @inproceedings{DBLP:conf/ijcai/LiKMWZXZ21, author = {Li, Ang and Ke, Qiuhong and Ma, Xingjun and Weng, Haiqin and Zong, Zhiyuan and Xue, Feng and Zhang, Rui}, title = {Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcai/LiKMWZXZ21.bib}, timestamp = {Tue, 15 Oct 2024 16:43:28 +0200}, doi = {10.24963/IJCAI.2021/109}, url = {https://doi.org/10.24963/ijcai.2021/109}, year = {2021}, publisher = {ijcai.org}, pages = {786--792}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, editor = {Zhou, Zhi{-}Hua}, shortname = {IJCAI 2021} }

   bib code

   Ang Li, Qiuhong Ke, Xingjun Ma, Haiqin Weng, Zhiyuan Zong, Feng Xue, Rui Zhang

   Noise Doesn’t Lie: Towards Universal Detection of Deep Inpainting

   IJCAI 2021
4. pdf

   @inproceedings{DBLP:conf/sigir/SuZEG21, author = {Su, Yixin and Zhang, Rui and Erfani, Sarah M. and Gan, Junhao}, title = {Neural Graph Matching based Collaborative Filtering}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigir/SuZEG21.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1145/3404835.3462833}, url = {https://doi.org/10.1145/3404835.3462833}, year = {2021}, publisher = {{ACM}}, pages = {849--858}, booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021}, editor = {Diaz, Fernando and Shah, Chirag and Suel, Torsten and Castells, Pablo and Jones, Rosie and Sakai, Tetsuya}, pdf = {10.1145/3404835.3462833.pdf}, shortname = {SIGIR} }

   bib code

   Yixin Su, Rui Zhang, Sarah M. Erfani, Junhao Gan

   Neural Graph Matching based Collaborative Filtering

   SIGIR
5. pdf

   @inproceedings{DBLP:conf/sigir/Zhao0L021, author = {Zhao, Yunxiang and Qi, Jianzhong and Liu, Qingwei and Zhang, Rui}, title = {{WGCN:} Graph Convolutional Networks with Weighted Structural Features}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigir/Zhao0L021.bib}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, doi = {10.1145/3404835.3462834}, url = {https://doi.org/10.1145/3404835.3462834}, year = {2021}, publisher = {{ACM}}, pages = {624--633}, booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021}, editor = {Diaz, Fernando and Shah, Chirag and Suel, Torsten and Castells, Pablo and Jones, Rosie and Sakai, Tetsuya}, pdf = {10.1145/3404835.3462834.pdf}, shortname = {SIGIR} }

   bib code

   Yunxiang Zhao, Jianzhong Qi, Qingwei Liu, Rui Zhang

   WGCN: Graph Convolutional Networks with Weighted Structural Features

   SIGIR
6. pdf

   @inproceedings{DBLP:conf/iclr/DingWFXWXSHZZ21, author = {Ding, Ning and Wang, Xiaobin and Fu, Yao and Xu, Guangwei and Wang, Rui and Xie, Pengjun and Shen, Ying and Huang, Fei and Zheng, Haitao and Zhang, Rui}, title = {Prototypical Representation Learning for Relation Extraction}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/iclr/DingWFXWXSHZZ21.bib}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, url = {https://openreview.net/forum?id=aCgLmfhIy\_f}, year = {2021}, publisher = {OpenReview.net}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, pdf = {DBLP:conf/iclr/DingWFXWXSHZZ21.pdf}, shortname = {ICLR 2021} }

   bib code

   Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Haitao Zheng, Rui Zhang

   Prototypical Representation Learning for Relation Extraction

   ICLR 2021
7. pdf

   @inproceedings{DBLP:conf/icde/SongGZ021, author = {Song, Yang and Gu, Yu and Zhang, Rui and Yu, Ge}, title = {ProMIPS: Efficient High-Dimensional c-Approximate Maximum Inner Product Search with a Lightweight Index}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/SongGZ021.bib}, timestamp = {Tue, 08 Aug 2023 01:00:00 +0200}, doi = {10.1109/ICDE51399.2021.00143}, url = {https://doi.org/10.1109/ICDE51399.2021.00143}, year = {2021}, publisher = {{IEEE}}, pages = {1619--1630}, booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021, Chania, Greece, April 19-22, 2021}, pdf = {10.1109/ICDE51399.2021.00143.pdf}, shortname = {ICDE 2021} }

   bib code

   Yang Song, Yu Gu, Rui Zhang, Ge Yu

   ProMIPS: Efficient High-Dimensional c-Approximate Maximum Inner Product Search with a Lightweight Index

   ICDE 2021
8. pdf

   @inproceedings{DBLP:conf/icde/DaiZ021, author = {Dai, Yimeng and Zhang, Rui and Qi, Jianzhong}, title = {Automatic Webpage Briefing}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/DaiZ021.bib}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, doi = {10.1109/ICDE51399.2021.00152}, url = {https://doi.org/10.1109/ICDE51399.2021.00152}, year = {2021}, publisher = {{IEEE}}, pages = {1727--1738}, booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021, Chania, Greece, April 19-22, 2021}, pdf = {10.1109/ICDE51399.2021.00152.pdf}, shortname = {ICDE 2021} }

   bib code

   Yimeng Dai, Rui Zhang, Jianzhong Qi

   Automatic Webpage Briefing

   ICDE 2021
9. pdf

   @inproceedings{DBLP:conf/sigmod/WangXQ0O00I21, author = {Wang, Yaoshu and Xiao, Chuan and Qin, Jianbin and Mao, Rui and Onizuka, Makoto and Wang, Wei and Zhang, Rui and Ishikawa, Yoshiharu}, title = {Consistent and Flexible Selectivity Estimation for High-Dimensional Data}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigmod/WangXQ0O00I21.bib}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, doi = {10.1145/3448016.3452772}, url = {https://doi.org/10.1145/3448016.3452772}, year = {2021}, publisher = {{ACM}}, pages = {2319--2327}, booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021}, editor = {Li, Guoliang and Li, Zhanhuai and Idreos, Stratos and Srivastava, Divesh}, pdf = {10.1145/3448016.3452772.pdf}, shortname = {SIGMOD 2021} }

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   Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui Mao, Makoto Onizuka, Wei Wang, Rui Zhang, Yoshiharu Ishikawa

   Consistent and Flexible Selectivity Estimation for High-Dimensional Data

   SIGMOD 2021
10. pdf

    @inproceedings{DBLP:conf/sigmod/WuGWZ21, author = {Wu, Hao and Gan, Junhao and Wei, Zhewei and Zhang, Rui}, title = {Unifying the Global and Local Approaches: An Efficient Power Iteration with Forward Push}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigmod/WuGWZ21.bib}, timestamp = {Sun, 12 Feb 2023 00:00:00 +0100}, doi = {10.1145/3448016.3457298}, url = {https://doi.org/10.1145/3448016.3457298}, year = {2021}, publisher = {{ACM}}, pages = {1996--2008}, booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual Event, China, June 20-25, 2021}, editor = {Li, Guoliang and Li, Zhanhuai and Idreos, Stratos and Srivastava, Divesh}, pdf = {10.1145/3448016.3457298.pdf}, shortname = {SIGMOD 2021} }

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    Hao Wu, Junhao Gan, Zhewei Wei, Rui Zhang

    Unifying the Global and Local Approaches: An Efficient Power Iteration with Forward Push

    SIGMOD 2021
11. pdf

    @inproceedings{DBLP:conf/wsdm/0003ZS021, author = {Wang, Xiaojie and Zhang, Rui and Sun, Yu and Qi, Jianzhong}, title = {Combating Selection Biases in Recommender Systems with a Few Unbiased Ratings}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/wsdm/0003ZS021.bib}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, doi = {10.1145/3437963.3441799}, url = {https://doi.org/10.1145/3437963.3441799}, year = {2021}, publisher = {{ACM}}, pages = {427--435}, booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021}, editor = {Lewin{-}Eytan, Liane and Carmel, David and Yom{-}Tov, Elad and Agichtein, Eugene and Gabrilovich, Evgeniy}, pdf = {10.1145/3437963.3441799.pdf}, shortname = {WSDM 2021} }

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    Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi

    Combating Selection Biases in Recommender Systems with a Few Unbiased Ratings

    WSDM 2021
12. pdf

    @article{DBLP:journals/pami/WangZSQ21, author = {Wang, Xiaojie and Zhang, Rui and Sun, Yu and Qi, Jianzhong}, title = {Adversarial Distillation for Learning with Privileged Provisions}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pami/WangZSQ21.bib}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, doi = {10.1109/TPAMI.2019.2942592}, url = {https://doi.org/10.1109/TPAMI.2019.2942592}, year = {2021}, pages = {786--797}, number = {3}, volume = {43}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, pdf = {10.1109/TPAMI.2019.2942592.pdf}, shortname = {TPAMI 2021} }

    bib code

    Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi

    Adversarial Distillation for Learning with Privileged Provisions

    TPAMI 2021
13. pdf

    @article{DBLP:journals/corr/abs-2101-10897, author = {Zhao, Yunxiang and Ke, Qiuhong and Korn, Flip and Qi, Jianzhong and Zhang, Rui}, title = {HexCNN: {A} Framework for Native Hexagonal Convolutional Neural Networks}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-10897.bib}, timestamp = {Mon, 15 Feb 2021 00:00:00 +0100}, eprint = {2101.10897}, eprinttype = {arXiv}, url = {https://arxiv.org/abs/2101.10897}, year = {2021}, volume = {abs/2101.10897}, journal = {CoRR}, pdf = {DBLP:journals/corr/abs-2101-10897.pdf}, shortname = {ICDM 2020} }

    bib code

    Yunxiang Zhao, Qiuhong Ke, Flip Korn, Jianzhong Qi, Rui Zhang

    HexCNN: A Framework for Native Hexagonal Convolutional Neural Networks

    ICDM 2020

2020

1. pdf

   @inproceedings{DBLP:conf/emnlp/Huang00020, author = {Huang, Xinting and Qi, Jianzhong and Sun, Yu and Zhang, Rui}, title = {Generalizable and Explainable Dialogue Generation via Explicit Action Learning}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/emnlp/Huang00020.bib}, timestamp = {Tue, 20 Aug 2024 07:54:42 +0200}, doi = {10.18653/V1/2020.FINDINGS-EMNLP.355}, url = {https://doi.org/10.18653/v1/2020.findings-emnlp.355}, year = {2020}, publisher = {Association for Computational Linguistics}, pages = {3981--3991}, volume = {{EMNLP} 2020}, series = {Findings of {ACL}}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2020, Online Event, 16-20 November 2020}, editor = {Cohn, Trevor and He, Yulan and Liu, Yang}, pdf = {10.18653/V1/2020.FINDINGS-EMNLP.355.pdf}, shortname = {EMNLP 2020} }

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   Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

   Generalizable and Explainable Dialogue Generation via Explicit Action Learning

   EMNLP 2020
2. pdf

   @inproceedings{DBLP:conf/emnlp/YangZE20, author = {Yang, Shiquan and Zhang, Rui and Erfani, Sarah M.}, title = {GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/emnlp/YangZE20.bib}, timestamp = {Tue, 20 Aug 2024 07:54:43 +0200}, doi = {10.18653/V1/2020.EMNLP-MAIN.147}, url = {https://doi.org/10.18653/v1/2020.emnlp-main.147}, year = {2020}, publisher = {Association for Computational Linguistics}, pages = {1878--1888}, booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2020, Online, November 16-20, 2020}, editor = {Webber, Bonnie and Cohn, Trevor and He, Yulan and Liu, Yang}, pdf = {10.18653/V1/2020.EMNLP-MAIN.147.pdf}, shortname = {EMNLP 2020} }

   bib code

   Shiquan Yang, Rui Zhang, Sarah M. Erfani

   GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems

   EMNLP 2020
3. pdf

   @inproceedings{DBLP:conf/eccv/LiZMG0ZTK20, author = {Li, Ang and Zhao, Shanshan and Ma, Xingjun and Gong, Mingming and Qi, Jianzhong and Zhang, Rui and Tao, Dacheng and Kotagiri, Ramamohanarao}, title = {Short-Term and Long-Term Context Aggregation Network for Video Inpainting}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/eccv/LiZMG0ZTK20.bib}, timestamp = {Fri, 22 Sep 2023 01:00:00 +0200}, doi = {10.1007/978-3-030-58548-8\_42}, url = {https://doi.org/10.1007/978-3-030-58548-8\_42}, year = {2020}, publisher = {Springer}, pages = {728--743}, volume = {12349}, series = {Lecture Notes in Computer Science}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {IV}}, editor = {Vedaldi, Andrea and Bischof, Horst and Brox, Thomas and Frahm, Jan{-}Michael}, pdf = {10.1007/978-3-030-58548-8_42.pdf}, shortname = {ECCV 2020} }

   bib code

   Ang Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, Ramamohanarao Kotagiri

   Short-Term and Long-Term Context Aggregation Network for Video Inpainting

   ECCV 2020
4. pdf

   @inproceedings{DBLP:conf/kdd/WuGZ20, author = {Wu, Hao and Gan, Junhao and Zhang, Rui}, title = {Learning Based Distributed Tracking}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/kdd/WuGZ20.bib}, timestamp = {Sun, 12 Feb 2023 00:00:00 +0100}, doi = {10.1145/3394486.3403255}, url = {https://doi.org/10.1145/3394486.3403255}, year = {2020}, publisher = {{ACM}}, pages = {2040--2050}, booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}, editor = {Gupta, Rajesh and Liu, Yan and Tang, Jiliang and Prakash, B. Aditya}, pdf = {10.1145/3394486.3403255.pdf}, shortname = {KDD 2020} }

   bib code

   Hao Wu, Junhao Gan, Rui Zhang

   Learning Based Distributed Tracking

   KDD 2020
5. pdf

   @article{DBLP:journals/iotj/GuVKSZ20, author = {Gu, Fuqiang and Valaee, Shahrokh and Khoshelham, Kourosh and Shang, Jianga and Zhang, Rui}, title = {Landmark Graph-Based Indoor Localization}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/iotj/GuVKSZ20.bib}, timestamp = {Tue, 23 Mar 2021 00:00:00 +0100}, doi = {10.1109/JIOT.2020.2989501}, url = {https://doi.org/10.1109/JIOT.2020.2989501}, year = {2020}, pages = {8343--8355}, number = {9}, volume = {7}, journal = {{IEEE} Internet Things J.}, pdf = {10.1109/JIOT.2020.2989501.pdf}, shortname = {IEEE Internet of Things Journal, 2020} }

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   Fuqiang Gu, Shahrokh Valaee, Kourosh Khoshelham, Jianga Shang, Rui Zhang

   Landmark Graph-Based Indoor Localization

   IEEE Internet of Things Journal, 2020
6. pdf

   @article{DBLP:journals/tods/QiTCZ20, author = {Qi, Jianzhong and Tao, Yufei and Chang, Yanchuan and Zhang, Rui}, title = {Packing R-trees with Space-filling Curves: Theoretical Optimality, Empirical Efficiency, and Bulk-loading Parallelizability}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tods/QiTCZ20.bib}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, doi = {10.1145/3397506}, url = {https://doi.org/10.1145/3397506}, year = {2020}, pages = {14:1--14:47}, number = {3}, volume = {45}, journal = {{ACM} Trans. Database Syst.}, pdf = {10.1145/3397506.pdf}, shortname = {TODS 2020} }

   bib code

   Jianzhong Qi, Yufei Tao, Yanchuan Chang, Rui Zhang

   Packing R-trees with Space-filling Curves: Theoretical Optimality, Empirical Efficiency, and Bulk-loading Parallelizability

   TODS 2020
7. pdf

   @inproceedings{DBLP:conf/acl/HuangQSZ20, author = {Huang, Xinting and Qi, Jianzhong and Sun, Yu and Zhang, Rui}, title = {Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/acl/HuangQSZ20.bib}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, doi = {10.18653/V1/2020.ACL-MAIN.62}, url = {https://doi.org/10.18653/v1/2020.acl-main.62}, year = {2020}, publisher = {Association for Computational Linguistics}, pages = {660--670}, booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, {ACL} 2020, Online, July 5-10, 2020}, editor = {Jurafsky, Dan and Chai, Joyce and Schluter, Natalie and Tetreault, Joel R.}, pdf = {10.18653/V1/2020.ACL-MAIN.62.pdf}, shortname = {ACL 2020} }

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   Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

   Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation

   ACL 2020
8. pdf

   @inproceedings{DBLP:conf/jcdl/DaiZ020, author = {Dai, Yimeng and Zhang, Rui and Qi, Jianzhong}, title = {Person Name Recognition with Fine-grained Annotation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/jcdl/DaiZ020.bib}, timestamp = {Thu, 25 Apr 2024 15:20:40 +0200}, doi = {10.1145/3383583.3398515}, url = {https://doi.org/10.1145/3383583.3398515}, year = {2020}, publisher = {{ACM}}, pages = {243--252}, booktitle = {{JCDL} '20: Proceedings of the {ACM/IEEE} Joint Conference on Digital Libraries in 2020, Virtual Event, China, August 1-5, 2020}, editor = {Huang, Ruhua and Wu, Dan and Marchionini, Gary and He, Daqing and Cunningham, Sally Jo and Hansen, Preben}, pdf = {10.1145/3383583.3398515.pdf}, shortname = {JCDL 2020} }

   bib code

   Yimeng Dai, Rui Zhang, Jianzhong Qi

   Person Name Recognition with Fine-grained Annotation

   JCDL 2020
9. pdf

   @inproceedings{DBLP:conf/wsdm/DaiQZ20, author = {Dai, Yimeng and Qi, Jianzhong and Zhang, Rui}, title = {Joint Recognition of Names and Publications in Academic Homepages}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/wsdm/DaiQZ20.bib}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, doi = {10.1145/3336191.3371771}, url = {https://doi.org/10.1145/3336191.3371771}, year = {2020}, publisher = {{ACM}}, pages = {133--141}, booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020}, editor = {Caverlee, James and Hu, Xia (Ben) and Lalmas, Mounia and Wang, Wei}, pdf = {10.1145/3336191.3371771.pdf}, shortname = {WSDM 2020} }

   bib code

   Yimeng Dai, Jianzhong Qi, Rui Zhang

   Joint Recognition of Names and Publications in Academic Homepages

   WSDM 2020
10. pdf

    @inproceedings{DBLP:conf/aaai/Huang00020, author = {Huang, Xinting and Qi, Jianzhong and Sun, Yu and Zhang, Rui}, title = {{MALA:} Cross-Domain Dialogue Generation with Action Learning}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/aaai/Huang00020.bib}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, doi = {10.1609/AAAI.V34I05.6306}, url = {https://doi.org/10.1609/aaai.v34i05.6306}, year = {2020}, publisher = {{AAAI} Press}, pages = {7977--7984}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pdf = {10.1609/AAAI.V34I05.6306.pdf}, shortname = {AAAI 2020} }

    bib code

    Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

    MALA: Cross-Domain Dialogue Generation with Action Learning

    AAAI 2020
11. pdf

    @inproceedings{DBLP:conf/edbt/000100Z20, author = {Qi, Jianzhong and Wang, Wei and Zhang, Rui and Zhao, Zhuowei}, editor = {Bonifati, Angela and Zhou, Yongluan and Salles, Marcos Antonio Vaz and B{\"{o}}hm, Alexander and Olteanu, Dan and Fletcher, George H. L. and Khan, Arijit and Yang, Bin}, title = {A Learning Based Approach to Predict Shortest-Path Distances}, booktitle = {Proceedings of the 23rd International Conference on Extending Database Technology, {EDBT} 2020, Copenhagen, Denmark, March 30 - April 02, 2020}, pages = {367--370}, publisher = {OpenProceedings.org}, year = {2020}, url = {https://doi.org/10.5441/002/edbt.2020.34}, doi = {10.5441/002/EDBT.2020.34}, timestamp = {Wed, 15 Feb 2023 22:11:05 +0100}, biburl = {https://dblp.org/rec/conf/edbt/000100Z20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.5441/002/EDBT.2020.34.pdf}, shortname = {EDBT 2020} }

    bib code

    Jianzhong Qi, Wei Wang, Rui Zhang, Zhuowei Zhao

    A Learning Based Approach to Predict Shortest-Path Distances

    EDBT 2020
12. pdf

    @inproceedings{DBLP:conf/aaai/Trisedya0Z20, author = {Trisedya, Bayu Distiawan and Qi, Jianzhong and Zhang, Rui}, title = {Sentence Generation for Entity Description with Content-Plan Attention}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/aaai/Trisedya0Z20.bib}, timestamp = {Fri, 08 Sep 2023 01:00:00 +0200}, doi = {10.1609/AAAI.V34I05.6439}, url = {https://doi.org/10.1609/aaai.v34i05.6439}, year = {2020}, publisher = {{AAAI} Press}, pages = {9057--9064}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pdf = {10.1609/AAAI.V34I05.6439.pdf}, shortname = {AAAI 2020} }

    bib code

    Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang

    Sentence Generation for Entity Description with Content-Plan Attention

    AAAI 2020
13. pdf

    @article{DBLP:journals/vldb/XuGSQYZ20, author = {Xu, Hongfei and Gu, Yu and Sun, Yu and Qi, Jianzhong and Yu, Ge and Zhang, Rui}, title = {Efficient processing of moving collective spatial keyword queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/vldb/XuGSQYZ20.bib}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, doi = {10.1007/S00778-019-00583-8}, url = {https://doi.org/10.1007/s00778-019-00583-8}, year = {2020}, pages = {841--865}, number = {4}, volume = {29}, journal = {{VLDB} J.}, pdf = {10.1007/S00778-019-00583-8.pdf}, shortname = {VLDB 2020} }

    bib code

    Hongfei Xu, Yu Gu, Yu Sun, Jianzhong Qi, Ge Yu, Rui Zhang

    Efficient processing of moving collective spatial keyword queries

    VLDB 2020

2019

1. pdf

   @incollection{DBLP:reference/bdt/QiZ19, author = {Qi, Jianzhong and Zhang, Rui}, title = {Indexing}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/reference/bdt/QiZ19.bib}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, doi = {10.1007/978-3-319-63962-8\_217-1}, url = {https://doi.org/10.1007/978-3-319-63962-8\_217-1}, year = {2019}, publisher = {Springer}, booktitle = {Encyclopedia of Big Data Technologies}, editor = {Sakr, Sherif and Zomaya, Albert Y.}, pdf = {10.1007/978-3-319-63962-8_217-1.pdf}, shortname = {Encyclopedia of Big Data Technologies, 2020} }

   bib code

   Jianzhong Qi, Rui Zhang

   Indexing

   Encyclopedia of Big Data Technologies, 2020
2. pdf

   @incollection{DBLP:reference/bdt/QiZ19a, author = {Qi, Jianzhong and Zhang, Rui}, title = {Query Processing - \emph{k}NN}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/reference/bdt/QiZ19a.bib}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, doi = {10.1007/978-3-319-63962-8\_220-1}, url = {https://doi.org/10.1007/978-3-319-63962-8\_220-1}, year = {2019}, publisher = {Springer}, booktitle = {Encyclopedia of Big Data Technologies}, editor = {Sakr, Sherif and Zomaya, Albert Y.}, pdf = {10.1007/978-3-319-63962-8_220-1.pdf}, shortname = {Encyclopedia of Big Data Technologies, 2020} }

   bib code

   Jianzhong Qi, Rui Zhang

   Query Processing - \emphkNN

   Encyclopedia of Big Data Technologies, 2020
3. pdf

   @inproceedings{DBLP:conf/acl/TrisedyaWQZ19, author = {Trisedya, Bayu Distiawan and Weikum, Gerhard and Qi, Jianzhong and Zhang, Rui}, title = {Neural Relation Extraction for Knowledge Base Enrichment}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/acl/TrisedyaWQZ19.bib}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, doi = {10.18653/V1/P19-1023}, url = {https://doi.org/10.18653/v1/p19-1023}, year = {2019}, publisher = {Association for Computational Linguistics}, pages = {229--240}, booktitle = {Proceedings of the 57th Conference of the Association for Computational Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers}, editor = {Korhonen, Anna and Traum, David R. and M{\`{a}}rquez, Llu{\'{\i}}s}, pdf = {10.18653/V1/P19-1023.pdf}, shortname = {ACL 2019} }

   bib code

   Bayu Distiawan Trisedya, Gerhard Weikum, Jianzhong Qi, Rui Zhang

   Neural Relation Extraction for Knowledge Base Enrichment

   ACL 2019
4. pdf

   @inproceedings{DBLP:conf/ijcai/LiQZMR19, author = {Li, Ang and Qi, Jianzhong and Zhang, Rui and Ma, Xingjun and Ramamohanarao, Kotagiri}, title = {Generative Image Inpainting with Submanifold Alignment}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcai/LiQZMR19.bib}, timestamp = {Tue, 15 Oct 2024 16:43:28 +0200}, doi = {10.24963/IJCAI.2019/114}, url = {https://doi.org/10.24963/ijcai.2019/114}, year = {2019}, publisher = {ijcai.org}, pages = {811--817}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, editor = {Kraus, Sarit}, pdf = {10.24963/IJCAI.2019/114.pdf}, shortname = {IJCAI 2019} }

   bib code

   Ang Li, Jianzhong Qi, Rui Zhang, Xingjun Ma, Kotagiri Ramamohanarao

   Generative Image Inpainting with Submanifold Alignment

   IJCAI 2019
5. pdf

   @inproceedings{DBLP:conf/icml/WangZ0Q19, author = {Wang, Xiaojie and Zhang, Rui and Sun, Yu and Qi, Jianzhong}, title = {Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icml/WangZ0Q19.bib}, timestamp = {Mon, 15 Mar 2021 00:00:00 +0100}, url = {http://proceedings.mlr.press/v97/wang19n.html}, year = {2019}, publisher = {{PMLR}}, pages = {6638--6647}, volume = {97}, series = {Proceedings of Machine Learning Research}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, editor = {Chaudhuri, Kamalika and Salakhutdinov, Ruslan}, pdf = {DBLP:conf/icml/WangZ0Q19.pdf}, shortname = {ICML 2019} }

   bib code

   Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi

   Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random

   ICML 2019
6. pdf

   @inproceedings{DBLP:conf/ijcnn/SuE019, author = {Su, Yixin and Erfani, Sarah Monazam and Zhang, Rui}, title = {{MMF:} Attribute Interpretable Collaborative Filtering}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcnn/SuE019.bib}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, doi = {10.1109/IJCNN.2019.8852452}, url = {https://doi.org/10.1109/IJCNN.2019.8852452}, year = {2019}, publisher = {{IEEE}}, pages = {1--8}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pdf = {10.1109/IJCNN.2019.8852452.pdf}, shortname = {IJCNN 2019} }

   bib code

   Yixin Su, Sarah Monazam Erfani, Rui Zhang

   MMF: Attribute Interpretable Collaborative Filtering

   IJCNN 2019
7. pdf

   @inproceedings{DBLP:conf/ijcnn/HuangQ00Z19, author = {Huang, Xinting and Qi, Jianzhong and Sun, Yu and Zhang, Rui and Zheng, Hai{-}Tao}, title = {{CARL:} Aggregated Search with Context-Aware Module Embedding Learning}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcnn/HuangQ00Z19.bib}, timestamp = {Sun, 22 Aug 2021 01:00:00 +0200}, doi = {10.1109/IJCNN.2019.8851716}, url = {https://doi.org/10.1109/IJCNN.2019.8851716}, year = {2019}, publisher = {{IEEE}}, pages = {1--8}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pdf = {10.1109/IJCNN.2019.8851716.pdf}, shortname = {IJCNN 2019} }

   bib code

   Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang, Hai-Tao Zheng

   CARL: Aggregated Search with Context-Aware Module Embedding Learning

   IJCNN 2019
8. pdf

   @inproceedings{DBLP:conf/ijcnn/LiQ0K19, author = {Li, Ang and Qi, Jianzhong and Zhang, Rui and Kotagiri, Ramamohanarao}, title = {Boosted {GAN} with Semantically Interpretable Information for Image Inpainting}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcnn/LiQ0K19.bib}, timestamp = {Fri, 22 Sep 2023 01:00:00 +0200}, doi = {10.1109/IJCNN.2019.8851926}, url = {https://doi.org/10.1109/IJCNN.2019.8851926}, year = {2019}, publisher = {{IEEE}}, pages = {1--8}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pdf = {10.1109/IJCNN.2019.8851926.pdf}, shortname = {IJCNN 2019} }

   bib code

   Ang Li, Jianzhong Qi, Rui Zhang, Ramamohanarao Kotagiri

   Boosted GAN with Semantically Interpretable Information for Image Inpainting

   IJCNN 2019
9. pdf

   @inproceedings{DBLP:conf/ijcnn/WangZC019, author = {Wang, Yang and Zheng, Hai{-}Tao and Chen, Wang and Zhang, Rui}, title = {LambdaGAN: Generative Adversarial Nets for Recommendation Task with Lambda Strategy}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcnn/WangZC019.bib}, timestamp = {Sun, 22 Aug 2021 01:00:00 +0200}, doi = {10.1109/IJCNN.2019.8851869}, url = {https://doi.org/10.1109/IJCNN.2019.8851869}, year = {2019}, publisher = {{IEEE}}, pages = {1--8}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pdf = {10.1109/IJCNN.2019.8851869.pdf}, shortname = {IJCNN 2019} }

   bib code

   Yang Wang, Hai-Tao Zheng, Wang Chen, Rui Zhang

   LambdaGAN: Generative Adversarial Nets for Recommendation Task with Lambda Strategy

   IJCNN 2019
10. pdf

    @inproceedings{DBLP:conf/ijcnn/ChenZWW019, author = {Chen, Wang and Zheng, Hai{-}Tao and Wang, Yang and Wang, Wei and Zhang, Rui}, title = {Utilizing Generative Adversarial Networks for Recommendation based on Ratings and Reviews}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcnn/ChenZWW019.bib}, timestamp = {Wed, 21 Oct 2020 01:00:00 +0200}, doi = {10.1109/IJCNN.2019.8851822}, url = {https://doi.org/10.1109/IJCNN.2019.8851822}, year = {2019}, publisher = {{IEEE}}, pages = {1--8}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest, Hungary, July 14-19, 2019}, pdf = {10.1109/IJCNN.2019.8851822.pdf}, shortname = {IJCNN 2019} }

    bib code

    Wang Chen, Hai-Tao Zheng, Yang Wang, Wei Wang, Rui Zhang

    Utilizing Generative Adversarial Networks for Recommendation based on Ratings and Reviews

    IJCNN 2019
11. pdf

    @article{DBLP:journals/is/LiGQZY19, author = {Li, Chuanwen and Gu, Yu and Qi, Jianzhong and Zhang, Rui and Yu, Ge}, title = {Moving \emph{k}NN query processing in metric space based on influential sets}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/is/LiGQZY19.bib}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, doi = {10.1016/J.IS.2019.03.008}, url = {https://doi.org/10.1016/j.is.2019.03.008}, year = {2019}, pages = {126--144}, volume = {83}, journal = {Inf. Syst.}, pdf = {10.1016/J.IS.2019.03.008.pdf}, shortname = {Information Systems, 83, 126-144, 2019} }

    bib code

    Chuanwen Li, Yu Gu, Jianzhong Qi, Rui Zhang, Ge Yu

    Moving \emphkNN query processing in metric space based on influential sets

    Information Systems, 83, 126-144, 2019
12. pdf

    @inproceedings{DBLP:conf/icde/WangZQY19, author = {Wang, Zhen and Zhang, Rui and Qi, Jianzhong and Yuan, Bo}, title = {{DBSVEC:} Density-Based Clustering Using Support Vector Expansion}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/WangZQY19.bib}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, doi = {10.1109/ICDE.2019.00033}, url = {https://doi.org/10.1109/ICDE.2019.00033}, year = {2019}, publisher = {{IEEE}}, pages = {280--291}, booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019, Macao, China, April 8-11, 2019}, pdf = {10.1109/ICDE.2019.00033.pdf}, shortname = {ICDE 2019} }

    bib code

    Zhen Wang, Rui Zhang, Jianzhong Qi, Bo Yuan

    DBSVEC: Density-Based Clustering Using Support Vector Expansion

    ICDE 2019
13. pdf

    @inproceedings{DBLP:conf/icde/WenD0K19, author = {Wen, Zeyi and Deng, Dong and Zhang, Rui and Kotagiri, Ramamohanarao}, title = {2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/WenD0K19.bib}, timestamp = {Tue, 13 Apr 2021 01:00:00 +0200}, doi = {10.1109/ICDE.2019.00093}, url = {https://doi.org/10.1109/ICDE.2019.00093}, year = {2019}, publisher = {{IEEE}}, pages = {998--1009}, booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019, Macao, China, April 8-11, 2019}, pdf = {10.1109/ICDE.2019.00093.pdf}, shortname = {ICDE 2019} }

    bib code

    Zeyi Wen, Dong Deng, Rui Zhang, Ramamohanarao Kotagiri

    2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance

    ICDE 2019
14. pdf

    @inproceedings{DBLP:conf/www/ZhaoQZ19, author = {Zhao, Yunxiang and Qi, Jianzhong and Zhang, Rui}, title = {{CBHE:} Corner-based Building Height Estimation for Complex Street Scene Images}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/www/ZhaoQZ19.bib}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, doi = {10.1145/3308558.3313394}, url = {https://doi.org/10.1145/3308558.3313394}, year = {2019}, publisher = {{ACM}}, pages = {2436--2447}, booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA, May 13-17, 2019}, editor = {Liu, Ling and White, Ryen W. and Mantrach, Amin and Silvestri, Fabrizio and McAuley, Julian J. and Baeza{-}Yates, Ricardo and Zia, Leila}, pdf = {10.1145/3308558.3313394.pdf}, shortname = {WWW 2019} }

    bib code

    Yunxiang Zhao, Jianzhong Qi, Rui Zhang

    CBHE: Corner-based Building Height Estimation for Complex Street Scene Images

    WWW 2019
15. pdf

    @inproceedings{DBLP:conf/aaai/TrisedyaQZ19, author = {Trisedya, Bayu Distiawan and Qi, Jianzhong and Zhang, Rui}, title = {Entity Alignment between Knowledge Graphs Using Attribute Embeddings}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/aaai/TrisedyaQZ19.bib}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, doi = {10.1609/AAAI.V33I01.3301297}, url = {https://doi.org/10.1609/aaai.v33i01.3301297}, year = {2019}, publisher = {{AAAI} Press}, pages = {297--304}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pdf = {10.1609/AAAI.V33I01.3301297.pdf}, shortname = {AAAI 2019} }

    bib code

    Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang

    Entity Alignment between Knowledge Graphs Using Attribute Embeddings

    AAAI 2019
16. pdf

    @article{DBLP:journals/tkde/JiangQYHZ19, author = {Jiang, Wenkai and Qi, Jianzhong and Yu, Jeffrey Xu and Huang, Jin and Zhang, Rui}, title = {HyperX: {A} Scalable Hypergraph Framework}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tkde/JiangQYHZ19.bib}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, doi = {10.1109/TKDE.2018.2848257}, url = {https://doi.org/10.1109/TKDE.2018.2848257}, year = {2019}, pages = {909--922}, number = {5}, volume = {31}, journal = {{IEEE} Trans. Knowl. Data Eng.}, pdf = {10.1109/TKDE.2018.2848257.pdf}, shortname = {TKDE 2019} }

    bib code

    Wenkai Jiang, Jianzhong Qi, Jeffrey Xu Yu, Jin Huang, Rui Zhang

    HyperX: A Scalable Hypergraph Framework

    TKDE 2019
17. pdf

    @article{DBLP:journals/www/ZhengZZDDZL19, author = {Zheng, Tianlei and Zheng, Xi and Zhang, Yuqun and Deng, Yao and Dong, ErXi and Zhang, Rui and Liu, Xiao}, title = {SmartVM: a SLA-aware microservice deployment framework}, journal = {World Wide Web}, volume = {22}, number = {1}, pages = {275--293}, year = {2019}, url = {https://doi.org/10.1007/s11280-018-0562-5}, doi = {10.1007/S11280-018-0562-5}, timestamp = {Sat, 18 Jun 2022 11:32:24 +0200}, biburl = {https://dblp.org/rec/journals/www/ZhengZZDDZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1007/s11280-018-0562-5.pdf}, shortname = {WWWJ 2019} }

    bib code

    Tianlei Zheng, Xi Zheng, Yuqun Zhang, Yao Deng, ErXi Dong, Rui Zhang, Xiao Liu

    SmartVM: a SLA-aware microservice deployment framework

    WWWJ 2019
18. pdf

    @article{DBLP:journals/www/HashemKRZS19, author = {Hashem, Tanzima and Kulik, Lars and Ramamohanarao, Kotagiri and Zhang, Rui and Soma, Subarna Chowdhury}, title = {Protecting privacy for distance and rank based group nearest neighbor queries}, journal = {World Wide Web}, volume = {22}, number = {1}, pages = {375--416}, year = {2019}, url = {https://doi.org/10.1007/s11280-018-0570-5}, doi = {10.1007/S11280-018-0570-5}, timestamp = {Mon, 05 Feb 2024 20:22:29 +0100}, biburl = {https://dblp.org/rec/journals/www/HashemKRZS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1007/s11280-018-0570-5.pdf}, shortname = {WWWJ 2019} }

    bib code

    Tanzima Hashem, Lars Kulik, Kotagiri Ramamohanarao, Rui Zhang, Subarna Chowdhury Soma

    Protecting privacy for distance and rank based group nearest neighbor queries

    WWWJ 2019

2018

1. pdf

   @inproceedings{DBLP:conf/nips/WangZSQ18, author = {Wang, Xiaojie and Zhang, Rui and Sun, Yu and Qi, Jianzhong}, title = {{KDGAN:} Knowledge Distillation with Generative Adversarial Networks}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/nips/WangZSQ18.bib}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, url = {https://proceedings.neurips.cc/paper/2018/hash/019d385eb67632a7e958e23f24bd07d7-Abstract.html}, year = {2018}, pages = {783--794}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, editor = {Bengio, Samy and Wallach, Hanna M. and Larochelle, Hugo and Grauman, Kristen and Cesa{-}Bianchi, Nicol{\`{o}} and Garnett, Roman}, pdf = {DBLP:conf/nips/WangZSQ18.pdf}, shortname = {NIPS 2018} }

   bib code

   Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi

   KDGAN: Knowledge Distillation with Generative Adversarial Networks

   NIPS 2018
2. pdf

   @inproceedings{DBLP:conf/wise/ZhaoZQ18, author = {Zhao, Chenxu and Zhang, Rui and Qi, Jianzhong}, title = {Web Page Template and Data Separation for Better Maintainability}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/wise/ZhaoZQ18.bib}, timestamp = {Sun, 25 Oct 2020 22:33:15 +0100}, doi = {10.1007/978-3-030-02922-7\_30}, url = {https://doi.org/10.1007/978-3-030-02922-7\_30}, year = {2018}, publisher = {Springer}, pages = {439--449}, volume = {11233}, series = {Lecture Notes in Computer Science}, booktitle = {Web Information Systems Engineering - {WISE} 2018 - 19th International Conference, Dubai, United Arab Emirates, November 12-15, 2018, Proceedings, Part {I}}, editor = {Hacid, Hakim and Cellary, Wojciech and Wang, Hua and Paik, Hye{-}Young and Zhou, Rui}, pdf = {10.1007/978-3-030-02922-7_30.pdf}, shortname = {WISE 2018} }

   bib code

   Chenxu Zhao, Rui Zhang, Jianzhong Qi

   Web Page Template and Data Separation for Better Maintainability

   WISE 2018
3. pdf

   @inproceedings{DBLP:conf/acl/WangZQT18, author = {Trisedya, Bayu Distiawan and Qi, Jianzhong and Zhang, Rui and Wang, Wei}, title = {{GTR-LSTM:} {A} Triple Encoder for Sentence Generation from {RDF} Data}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/acl/WangZQT18.bib}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, doi = {10.18653/V1/P18-1151}, url = {https://aclanthology.org/P18-1151/}, year = {2018}, publisher = {Association for Computational Linguistics}, pages = {1627--1637}, booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers}, editor = {Gurevych, Iryna and Miyao, Yusuke}, pdf = {10.18653/V1/P18-1151.pdf}, shortname = {ACL 2018} }

   bib code

   Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang, Wei Wang

   GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data

   ACL 2018
4. pdf

   @article{DBLP:journals/iotj/GuKVSZ18, author = {Gu, Fuqiang and Khoshelham, Kourosh and Valaee, Shahrokh and Shang, Jianga and Zhang, Rui}, title = {Locomotion Activity Recognition Using Stacked Denoising Autoencoders}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/iotj/GuKVSZ18.bib}, timestamp = {Fri, 02 Oct 2020 01:00:00 +0200}, doi = {10.1109/JIOT.2018.2823084}, url = {https://doi.org/10.1109/JIOT.2018.2823084}, year = {2018}, pages = {2085--2093}, number = {3}, volume = {5}, journal = {{IEEE} Internet Things J.}, pdf = {10.1109/JIOT.2018.2823084.pdf}, shortname = {IEEE Internet of Things Journal 2018} }

   bib code

   Fuqiang Gu, Kourosh Khoshelham, Shahrokh Valaee, Jianga Shang, Rui Zhang

   Locomotion Activity Recognition Using Stacked Denoising Autoencoders

   IEEE Internet of Things Journal 2018
5. pdf

   @inproceedings{DBLP:conf/ijcai/ChengEZK18, author = {Cheng, Weihao and Erfani, Sarah M. and Zhang, Rui and Kotagiri, Ramamohanarao}, title = {Predicting Complex Activities from Ongoing Multivariate Time Series}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcai/ChengEZK18.bib}, timestamp = {Thu, 28 Nov 2019 00:00:00 +0100}, doi = {10.24963/IJCAI.2018/461}, url = {https://doi.org/10.24963/ijcai.2018/461}, year = {2018}, publisher = {ijcai.org}, pages = {3322--3328}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, editor = {Lang, J{\'{e}}r{\^{o}}me}, pdf = {10.24963/IJCAI.2018/461.pdf}, shortname = {IJCAI 2018} }

   bib code

   Weihao Cheng, Sarah M. Erfani, Rui Zhang, Ramamohanarao Kotagiri

   Predicting Complex Activities from Ongoing Multivariate Time Series

   IJCAI 2018
6. pdf

   @inproceedings{DBLP:conf/pakdd/WangQRSLZ18, author = {Wang, Xiaojie and Qi, Jianzhong and Ramamohanarao, Kotagiri and Sun, Yu and Li, Bo and Zhang, Rui}, title = {A Joint Optimization Approach for Personalized Recommendation Diversification}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/pakdd/WangQRSLZ18.bib}, timestamp = {Mon, 15 Mar 2021 00:00:00 +0100}, doi = {10.1007/978-3-319-93040-4\_47}, url = {https://doi.org/10.1007/978-3-319-93040-4\_47}, year = {2018}, publisher = {Springer}, pages = {597--609}, volume = {10939}, series = {Lecture Notes in Computer Science}, booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part {III}}, editor = {Phung, Dinh Q. and Tseng, Vincent S. and Webb, Geoffrey I. and Ho, Bao and Ganji, Mohadeseh and Rashidi, Lida}, pdf = {10.1007/978-3-319-93040-4_47.pdf}, shortname = {PAKDD 2018} }

   bib code

   Xiaojie Wang, Jianzhong Qi, Kotagiri Ramamohanarao, Yu Sun, Bo Li, Rui Zhang

   A Joint Optimization Approach for Personalized Recommendation Diversification

   PAKDD 2018
7. pdf

   @inproceedings{DBLP:conf/pakdd/YinZQST18, author = {Yin, Chuandong and Zhang, Rui and Qi, Jianzhong and Sun, Yu and Tan, Tenglun}, title = {Context-Uncertainty-Aware Chatbot Action Selection via Parameterized Auxiliary Reinforcement Learning}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/pakdd/YinZQST18.bib}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, doi = {10.1007/978-3-319-93034-3\_40}, url = {https://doi.org/10.1007/978-3-319-93034-3\_40}, year = {2018}, publisher = {Springer}, pages = {500--512}, volume = {10937}, series = {Lecture Notes in Computer Science}, booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part {I}}, editor = {Phung, Dinh Q. and Tseng, Vincent S. and Webb, Geoffrey I. and Ho, Bao and Ganji, Mohadeseh and Rashidi, Lida}, pdf = {10.1007/978-3-319-93034-3_40.pdf}, shortname = {PAKDD 2018} }

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   Chuandong Yin, Rui Zhang, Jianzhong Qi, Yu Sun, Tenglun Tan

   Context-Uncertainty-Aware Chatbot Action Selection via Parameterized Auxiliary Reinforcement Learning

   PAKDD 2018
8. pdf

   @article{DBLP:journals/pvldb/QiTCZ18, author = {Qi, Jianzhong and Tao, Yufei and Chang, Yanchuan and Zhang, Rui}, title = {Theoretically Optimal and Empirically Efficient R-trees with Strong Parallelizability}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/QiTCZ18.bib}, timestamp = {Thu, 29 Sep 2022 01:00:00 +0200}, doi = {10.1145/3187009.3177738}, url = {http://www.vldb.org/pvldb/vol11/p621-qi.pdf}, year = {2018}, pages = {621--634}, number = {5}, volume = {11}, journal = {Proc. {VLDB} Endow.}, pdf = {10.1145/3187009.3177738.pdf}, shortname = {VLDB 2018} }

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   Jianzhong Qi, Yufei Tao, Yanchuan Chang, Rui Zhang

   Theoretically Optimal and Empirically Efficient R-trees with Strong Parallelizability

   VLDB 2018
9. pdf

   @article{DBLP:journals/vlc/LiBSYZ18, author = {Li, Mingzhao and Bao, Zhifeng and Sellis, Timos and Yan, Shi and Zhang, Rui}, title = {HomeSeeker: {A} visual analytics system of real estate data}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/vlc/LiBSYZ18.bib}, timestamp = {Sat, 18 Jun 2022 01:00:00 +0200}, doi = {10.1016/J.JVLC.2018.02.001}, url = {https://doi.org/10.1016/j.jvlc.2018.02.001}, year = {2018}, pages = {1--16}, volume = {45}, journal = {J. Vis. Lang. Comput.}, pdf = {10.1016/J.JVLC.2018.02.001.pdf}, shortname = {Journal of Visual Languages & Computing 2018} }

   bib code

   Mingzhao Li, Zhifeng Bao, Timos Sellis, Shi Yan, Rui Zhang

   HomeSeeker: A visual analytics system of real estate data

   Journal of Visual Languages & Computing 2018
10. pdf

    @inproceedings{DBLP:conf/icde/QiKZTTS18, author = {Qi, Jianzhong and Kumar, Vivek and Zhang, Rui and Tanin, Egemen and Trajcevski, Goce and Scheuermann, Peter}, title = {Continuous Maintenance of Range Sum Heat Maps}, booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018, Paris, France, April 16-19, 2018}, pages = {1625--1628}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICDE.2018.00192}, doi = {10.1109/ICDE.2018.00192}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/QiKZTTS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1109/ICDE.2018.00192.pdf}, shortname = {ICDE 2018} }

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    Jianzhong Qi, Vivek Kumar, Rui Zhang, Egemen Tanin, Goce Trajcevski, Peter Scheuermann

    Continuous Maintenance of Range Sum Heat Maps

    ICDE 2018
11. pdf

    @inproceedings{DBLP:conf/wsdm/WangBHZ18, author = {Wang, Sheng and Bao, Zhifeng and Huang, Shixun and Zhang, Rui}, title = {A Unified Processing Paradigm for Interactive Location-based Web Search}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/wsdm/WangBHZ18.bib}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, doi = {10.1145/3159652.3159667}, url = {https://doi.org/10.1145/3159652.3159667}, year = {2018}, publisher = {{ACM}}, pages = {601--609}, booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February 5-9, 2018}, editor = {Chang, Yi and Zhai, Chengxiang and Liu, Yan and Maarek, Yoelle}, pdf = {10.1145/3159652.3159667.pdf}, shortname = {WSDM 2018} }

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    Sheng Wang, Zhifeng Bao, Shixun Huang, Rui Zhang

    A Unified Processing Paradigm for Interactive Location-based Web Search

    WSDM 2018
12. pdf

    @inproceedings{DBLP:conf/aaai/ChengEZK18, author = {Cheng, Weihao and Erfani, Sarah M. and Zhang, Rui and Kotagiri, Ramamohanarao}, title = {Learning Datum-Wise Sampling Frequency for Energy-Efficient Human Activity Recognition}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/aaai/ChengEZK18.bib}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, doi = {10.1609/AAAI.V32I1.11862}, url = {https://doi.org/10.1609/aaai.v32i1.11862}, year = {2018}, publisher = {{AAAI} Press}, pages = {2143--2150}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, editor = {McIlraith, Sheila A. and Weinberger, Kilian Q.}, pdf = {10.1609/AAAI.V32I1.11862.pdf}, shortname = {AAAI 2018} }

    bib code

    Weihao Cheng, Sarah M. Erfani, Rui Zhang, Ramamohanarao Kotagiri

    Learning Datum-Wise Sampling Frequency for Energy-Efficient Human Activity Recognition

    AAAI 2018
13. pdf

    @article{DBLP:journals/tkde/WangWDSZ18, author = {Wang, Xiaojie and Wen, Ji{-}Rong and Dou, Zhicheng and Sakai, Tetsuya and Zhang, Rui}, title = {Search Result Diversity Evaluation Based on Intent Hierarchies}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tkde/WangWDSZ18.bib}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, doi = {10.1109/TKDE.2017.2729559}, url = {https://doi.org/10.1109/TKDE.2017.2729559}, year = {2018}, pages = {156--169}, number = {1}, volume = {30}, journal = {{IEEE} Trans. Knowl. Data Eng.}, pdf = {10.1109/TKDE.2017.2729559.pdf}, shortname = {TKDE 2018} }

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    Xiaojie Wang, Ji-Rong Wen, Zhicheng Dou, Tetsuya Sakai, Rui Zhang

    Search Result Diversity Evaluation Based on Intent Hierarchies

    TKDE 2018
14. pdf

    @article{DBLP:journals/www/WenZRY18, author = {Wen, Zeyi and Zhang, Rui and Ramamohanarao, Kotagiri and Yang, Li}, title = {Scalable and fast {SVM} regression using modern hardware}, journal = {World Wide Web}, volume = {21}, number = {2}, pages = {261--287}, year = {2018}, url = {https://doi.org/10.1007/s11280-017-0445-1}, doi = {10.1007/S11280-017-0445-1}, timestamp = {Fri, 27 Mar 2020 08:36:33 +0100}, biburl = {https://dblp.org/rec/journals/www/WenZRY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1007/s11280-017-0445-1.pdf}, shortname = {WWWJ 2018} }

    bib code

    Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao, Li Yang

    Scalable and fast SVM regression using modern hardware

    WWWJ 2018
15. pdf

    @incollection{DBLP:reference/db/Zhang18a, author = {Zhang, Rui}, editor = {Liu, Ling and {\"{O}}zsu, M. Tamer}, title = {Data Reduction}, booktitle = {Encyclopedia of Database Systems, Second Edition}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-1-4614-8265-9\_533}, doi = {10.1007/978-1-4614-8265-9\_533}, timestamp = {Thu, 14 Feb 2019 16:15:03 +0100}, biburl = {https://dblp.org/rec/reference/db/Zhang18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, shortname = {Encyclopedia of Database Systems 2018} }

    bib code

    Rui Zhang

    Data Reduction

    Encyclopedia of Database Systems 2018

2017

1. pdf

   @inproceedings{DBLP:conf/pakdd/ChengEZR17, author = {Cheng, Weihao and Erfani, Sarah M. and Zhang, Rui and Ramamohanarao, Kotagiri}, title = {Accurate Recognition of the Current Activity in the Presence of Multiple Activities}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/pakdd/ChengEZR17.bib}, timestamp = {Mon, 16 Mar 2020 17:44:09 +0100}, doi = {10.1007/978-3-319-57529-2\_4}, url = {https://doi.org/10.1007/978-3-319-57529-2\_4}, year = {2017}, pages = {39--50}, volume = {10235}, series = {Lecture Notes in Computer Science}, booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part {II}}, editor = {Kim, Jinho and Shim, Kyuseok and Cao, Longbing and Lee, Jae{-}Gil and Lin, Xuemin and Moon, Yang{-}Sae}, pdf = {10.1007/978-3-319-57529-2_4.pdf}, shortname = {PAKDD 2017} }

   bib code

   Weihao Cheng, Sarah M. Erfani, Rui Zhang, Kotagiri Ramamohanarao

   Accurate Recognition of the Current Activity in the Presence of Multiple Activities

   PAKDD 2017
2. pdf

   @article{DBLP:journals/tois/SunYXMZ17, author = {Sun, Yu and Yuan, Nicholas Jing and Xie, Xing and McDonald, Kieran and Zhang, Rui}, title = {Collaborative Intent Prediction with Real-Time Contextual Data}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tois/SunYXMZ17.bib}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, doi = {10.1145/3041659}, url = {https://doi.org/10.1145/3041659}, year = {2017}, pages = {30:1--30:33}, number = {4}, volume = {35}, journal = {{ACM} Trans. Inf. Syst.}, pdf = {10.1145/3041659.pdf}, shortname = {TOIS 2017} }

   bib code

   Yu Sun, Nicholas Jing Yuan, Xing Xie, Kieran McDonald, Rui Zhang

   Collaborative Intent Prediction with Real-Time Contextual Data

   TOIS 2017
3. pdf

   @inproceedings{DBLP:conf/mobiquitous/ChengEZR17, author = {Cheng, Weihao and Erfani, Sarah M. and Zhang, Rui and Ramamohanarao, Kotagiri}, title = {Markov Dynamic Subsequence Ensemble for Energy-Efficient Activity Recognition}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/mobiquitous/ChengEZR17.bib}, timestamp = {Wed, 04 Dec 2024 16:36:30 +0100}, doi = {10.1145/3144457.3144470}, url = {https://doi.org/10.1145/3144457.3144470}, year = {2017}, publisher = {{ACM}}, pages = {282--291}, booktitle = {Proceedings of the 14th {EAI} International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, Melbourne, Australia, November 7-10, 2017}, editor = {Gu, Tao and Kotagiri, Ramamohanarao and Liu, Huai}, pdf = {10.1145/3144457.3144470.pdf}, shortname = {MobiQuitous 2017} }

   bib code

   Weihao Cheng, Sarah M. Erfani, Rui Zhang, Kotagiri Ramamohanarao

   Markov Dynamic Subsequence Ensemble for Energy-Efficient Activity Recognition

   MobiQuitous 2017
4. pdf

   @article{DBLP:journals/vldb/AljubayrinQJZHL17, author = {Aljubayrin, Saad and Qi, Jianzhong and Jensen, Christian S. and Zhang, Rui and He, Zhen and Li, Yuan}, title = {Finding lowest-cost paths in settings with safe and preferred zones}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/vldb/AljubayrinQJZHL17.bib}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, doi = {10.1007/S00778-017-0455-8}, url = {https://doi.org/10.1007/s00778-017-0455-8}, year = {2017}, pages = {373--397}, number = {3}, volume = {26}, journal = {{VLDB} J.}, pdf = {10.1007/S00778-017-0455-8.pdf}, shortname = {VLDB 2017} }

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   Saad Aljubayrin, Jianzhong Qi, Christian S. Jensen, Rui Zhang, Zhen He, Yuan Li

   Finding lowest-cost paths in settings with safe and preferred zones

   VLDB 2017
5. pdf

   @inproceedings{DBLP:conf/aaai/WenLRCC017, author = {Wen, Zeyi and Li, Bin and Ramamohanarao, Kotagiri and Chen, Jian and Chen, Yawen and Zhang, Rui}, title = {Improving Efficiency of {SVM} \emph{k}-Fold Cross-Validation by Alpha Seeding}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/aaai/WenLRCC017.bib}, timestamp = {Mon, 04 Sep 2023 14:40:32 +0200}, doi = {10.1609/AAAI.V31I1.10785}, url = {https://doi.org/10.1609/aaai.v31i1.10785}, year = {2017}, publisher = {{AAAI} Press}, pages = {2768--2774}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, editor = {Singh, Satinder and Markovitch, Shaul}, pdf = {10.1609/AAAI.V31I1.10785.pdf}, shortname = {AAAI 2017} }

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   Zeyi Wen, Bin Li, Kotagiri Ramamohanarao, Jian Chen, Yawen Chen, Rui Zhang

   Improving Efficiency of SVM \emphk-Fold Cross-Validation by Alpha Seeding

   AAAI 2017
6. pdf

   @inproceedings{DBLP:conf/icde/GuLQXYZ17, author = {Gu, Yu and Liu, Guanli and Qi, Jianzhong and Xu, Hongfei and Yu, Ge and Zhang, Rui}, title = {The Moving {K} Diversified Nearest Neighbor Query}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/GuLQXYZ17.bib}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, doi = {10.1109/ICDE.2017.22}, url = {https://doi.org/10.1109/ICDE.2017.22}, year = {2017}, publisher = {{IEEE} Computer Society}, pages = {31--32}, booktitle = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017, San Diego, CA, USA, April 19-22, 2017}, pdf = {10.1109/ICDE.2017.22.pdf}, shortname = {TKDE 2016} }

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   Yu Gu, Guanli Liu, Jianzhong Qi, Hongfei Xu, Ge Yu, Rui Zhang

   The Moving K Diversified Nearest Neighbor Query

   TKDE 2016
7. pdf

   @article{DBLP:journals/tist/RamamohanaraoXK17, author = {Ramamohanarao, Kotagiri and Xie, Hairuo and Kulik, Lars and Karunasekera, Shanika and Tanin, Egemen and Zhang, Rui and Khunayn, Eman Bin}, title = {{SMARTS:} Scalable Microscopic Adaptive Road Traffic Simulator}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tist/RamamohanaraoXK17.bib}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, doi = {10.1145/2898363}, url = {https://doi.org/10.1145/2898363}, year = {2017}, pages = {26:1--26:22}, number = {2}, volume = {8}, journal = {{ACM} Trans. Intell. Syst. Technol.}, pdf = {10.1145/2898363.pdf}, shortname = {TIST 2017} }

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   Kotagiri Ramamohanarao, Hairuo Xie, Lars Kulik, Shanika Karunasekera, Egemen Tanin, Rui Zhang, Eman Bin Khunayn

   SMARTS: Scalable Microscopic Adaptive Road Traffic Simulator

   TIST 2017

2016

1. pdf

   @inproceedings{DBLP:conf/kdd/SunYWXMZ16, author = {Sun, Yu and Yuan, Nicholas Jing and Wang, Yingzi and Xie, Xing and McDonald, Kieran and Zhang, Rui}, title = {Contextual Intent Tracking for Personal Assistants}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/kdd/SunYWXMZ16.bib}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, doi = {10.1145/2939672.2939676}, url = {https://doi.org/10.1145/2939672.2939676}, year = {2016}, publisher = {{ACM}}, pages = {273--282}, booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016}, editor = {Krishnapuram, Balaji and Shah, Mohak and Smola, Alexander J. and Aggarwal, Charu C. and Shen, Dou and Rastogi, Rajeev}, pdf = {10.1145/2939672.2939676.pdf}, note = {Best Student Paper Award for the Applied Data Science track}, shortname = {KDD 2016} }

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   Yu Sun, Nicholas Jing Yuan, Yingzi Wang, Xing Xie, Kieran McDonald, Rui Zhang

   Contextual Intent Tracking for Personal Assistants

   KDD 2016 , Best Student Paper Award for the Applied Data Science track
2. pdf

   @inproceedings{DBLP:conf/lak/MilliganHBZR16, author = {Milligan, Sandra and He, Jiazhen and Bailey, James and Zhang, Rui and Rubinstein, Benjamin I. P.}, editor = {Gasevic, Dragan and Lynch, Grace and Dawson, Shane and Drachsler, Hendrik and Ros{\'{e}}, Carolyn Penstein}, title = {Validity: a framework for cross-disciplinary collaboration in mining indicators of learning from {MOOC} forums}, booktitle = {Proceedings of the Sixth International Conference on Learning Analytics {\&} Knowledge, {LAK} 2016, Edinburgh, United Kingdom, April 25-29, 2016}, pages = {546--547}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2883851.2883956}, doi = {10.1145/2883851.2883956}, timestamp = {Sun, 06 Oct 2024 21:10:38 +0200}, biburl = {https://dblp.org/rec/conf/lak/MilliganHBZR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, shortname = {LAK 2016} }

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   Sandra Milligan, Jiazhen He, James Bailey, Rui Zhang, Benjamin I. P. Rubinstein

   Validity: a framework for cross-disciplinary collaboration in mining indicators of learning from MOOC forums

   LAK 2016
3. pdf

   @inproceedings{DBLP:conf/gis/AljubayrinYJZ16, author = {Aljubayrin, Saad and Yang, Bin and Jensen, Christian S. and Zhang, Rui}, editor = {Ravada, Siva and Ali, Mohammed Eunus and Newsam, Shawn D. and Renz, Matthias and Trajcevski, Goce}, title = {Finding non-dominated paths in uncertain road networks}, booktitle = {Proceedings of the 24th {ACM} {SIGSPATIAL} International Conference on Advances in Geographic Information Systems, {GIS} 2016, Burlingame, California, USA, October 31 - November 3, 2016}, pages = {15:1--15:10}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2996913.2996964}, doi = {10.1145/2996913.2996964}, timestamp = {Wed, 07 Dec 2022 23:08:18 +0100}, biburl = {https://dblp.org/rec/conf/gis/AljubayrinYJZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1145/2996913.2996964.pdf}, shortname = {SIGSPATIAL/GIS 2016} }

   bib code

   Saad Aljubayrin, Bin Yang, Christian S. Jensen, Rui Zhang

   Finding non-dominated paths in uncertain road networks

   SIGSPATIAL/GIS 2016
4. pdf

   @inproceedings{DBLP:conf/adc/LinGZF16, author = {Lin, Xiaojie and Gu, Ye and Zhang, Rui and Fan, Ju}, editor = {Cheema, Muhammad Aamir and Zhang, Wenjie and Chang, Lijun}, title = {Linking News and Tweets}, booktitle = {Databases Theory and Applications - 27th Australasian Database Conference, {ADC} 2016, Sydney, NSW, Australia, September 28-29, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9877}, pages = {467--470}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46922-5\_41}, doi = {10.1007/978-3-319-46922-5\_41}, timestamp = {Tue, 21 Mar 2023 20:57:33 +0100}, biburl = {https://dblp.org/rec/conf/adc/LinGZF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1007/978-3-319-46922-5_41.pdf}, shortname = {ADC 2016} }

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   Xiaojie Lin, Ye Gu, Rui Zhang, Ju Fan

   Linking News and Tweets

   ADC 2016
5. pdf

   @inproceedings{DBLP:conf/acl-alta/KhirbatQZ16, author = {Khirbat, Gitansh and Qi, Jianzhong and Zhang, Rui}, editor = {Cohn, Trevor}, title = {N-ary Biographical Relation Extraction using Shortest Path Dependencies}, booktitle = {Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5 - 7, 2016}, pages = {74--83}, publisher = {{ACL}}, year = {2016}, url = {https://aclanthology.org/U16-1008/}, timestamp = {Fri, 06 Aug 2021 00:41:36 +0200}, biburl = {https://dblp.org/rec/conf/acl-alta/KhirbatQZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {DBLP:conf/acl-alta/KhirbatQZ16.pdf}, shortname = {ALTA 2016} }

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   Gitansh Khirbat, Jianzhong Qi, Rui Zhang

   N-ary Biographical Relation Extraction using Shortest Path Dependencies

   ALTA 2016
6. pdf

   @inproceedings{DBLP:conf/acl-alta/KhirbatQZ16a, author = {Khirbat, Gitansh and Qi, Jianzhong and Zhang, Rui}, editor = {Cohn, Trevor}, title = {Disambiguating Entities Referred by Web Endpoints using Tree Ensembles}, booktitle = {Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5 - 7, 2016}, pages = {165--169}, publisher = {{ACL}}, year = {2016}, url = {https://aclanthology.org/U16-1021/}, timestamp = {Fri, 06 Aug 2021 00:41:36 +0200}, biburl = {https://dblp.org/rec/conf/acl-alta/KhirbatQZ16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {DBLP:conf/acl-alta/KhirbatQZ16a.pdf}, shortname = {ALTA 2016} }

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   Gitansh Khirbat, Jianzhong Qi, Rui Zhang

   Disambiguating Entities Referred by Web Endpoints using Tree Ensembles

   ALTA 2016
7. pdf

   @inproceedings{DBLP:conf/www/SunYXMZ16, author = {Sun, Yu and Yuan, Nicholas Jing and Xie, Xing and McDonald, Kieran and Zhang, Rui}, title = {Collaborative Nowcasting for Contextual Recommendation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/www/SunYXMZ16.bib}, timestamp = {Tue, 12 Apr 2022 14:46:29 +0200}, doi = {10.1145/2872427.2874812}, url = {https://doi.org/10.1145/2872427.2874812}, year = {2016}, publisher = {{ACM}}, pages = {1407--1418}, booktitle = {Proceedings of the 25th International Conference on World Wide Web, {WWW} 2016, Montreal, Canada, April 11 - 15, 2016}, editor = {Bourdeau, Jacqueline and Hendler, Jim and Nkambou, Roger and Horrocks, Ian and Zhao, Ben Y.}, pdf = {10.1145/2872427.2874812.pdf}, shortname = {WWW 2016} }

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   Yu Sun, Nicholas Jing Yuan, Xing Xie, Kieran McDonald, Rui Zhang

   Collaborative Nowcasting for Contextual Recommendation

   WWW 2016
8. pdf

   @inproceedings{DBLP:conf/icde/Li0QYZD16, author = {Li, Chuanwen and Gu, Yu and Qi, Jianzhong and Yu, Ge and Zhang, Rui and Deng, Qingxu}, title = {{INSQ:} An influential neighbor set based moving kNN query processing system}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/Li0QYZD16.bib}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2016.7498339}, url = {https://doi.org/10.1109/ICDE.2016.7498339}, year = {2016}, publisher = {{IEEE} Computer Society}, pages = {1338--1341}, booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016, Helsinki, Finland, May 16-20, 2016}, pdf = {10.1109/ICDE.2016.7498339.pdf}, shortname = {ICDE 2016} }

   bib code

   Chuanwen Li, Yu Gu, Jianzhong Qi, Ge Yu, Rui Zhang, Qingxu Deng

   INSQ: An influential neighbor set based moving kNN query processing system

   ICDE 2016
9. pdf

   @inproceedings{DBLP:conf/icde/SunZXQD16, author = {Sun, Yu and Zhang, Rui and Xue, Andy Yuan and Qi, Jianzhong and Du, Xiaoyong}, title = {Reverse nearest neighbor heat maps: {A} tool for influence exploration}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/SunZXQD16.bib}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2016.7498305}, url = {https://doi.org/10.1109/ICDE.2016.7498305}, year = {2016}, publisher = {{IEEE} Computer Society}, pages = {966--977}, booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016, Helsinki, Finland, May 16-20, 2016}, pdf = {10.1109/ICDE.2016.7498305.pdf}, shortname = {ICDE 2016} }

   bib code

   Yu Sun, Rui Zhang, Andy Yuan Xue, Jianzhong Qi, Xiaoyong Du

   Reverse nearest neighbor heat maps: A tool for influence exploration

   ICDE 2016
10. pdf

    @inproceedings{DBLP:conf/aaai/HeRBZMC16, author = {He, Jiazhen and Rubinstein, Benjamin I. P. and Bailey, James and Zhang, Rui and Milligan, Sandra and Chan, Jeffrey}, title = {MOOCs Meet Measurement Theory: {A} Topic-Modelling Approach}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/aaai/HeRBZMC16.bib}, timestamp = {Mon, 04 Sep 2023 15:08:28 +0200}, doi = {10.1609/AAAI.V30I1.10151}, url = {https://doi.org/10.1609/aaai.v30i1.10151}, year = {2016}, publisher = {{AAAI} Press}, pages = {1195--1201}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, editor = {Schuurmans, Dale and Wellman, Michael P.}, pdf = {10.1609/AAAI.V30I1.10151.pdf}, shortname = {AAAI 2016} }

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    Jiazhen He, Benjamin I. P. Rubinstein, James Bailey, Rui Zhang, Sandra Milligan, Jeffrey Chan

    MOOCs Meet Measurement Theory: A Topic-Modelling Approach

    AAAI 2016
11. pdf

    @article{DBLP:journals/tpds/HuangZBCW16, author = {Huang, Jin and Zhang, Rui and Buyya, Rajkumar and Chen, Jian and Wu, Yongwei}, title = {Heads-Join: Efficient Earth Mover's Distance Similarity Joins on Hadoop}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tpds/HuangZBCW16.bib}, timestamp = {Fri, 02 Oct 2020 01:00:00 +0200}, doi = {10.1109/TPDS.2015.2462354}, url = {https://doi.org/10.1109/TPDS.2015.2462354}, year = {2016}, pages = {1660--1673}, number = {6}, volume = {27}, journal = {{IEEE} Trans. Parallel Distributed Syst.}, pdf = {10.1109/TPDS.2015.2462354.pdf}, shortname = {TPDS 2016} }

    bib code

    Jin Huang, Rui Zhang, Rajkumar Buyya, Jian Chen, Yongwei Wu

    Heads-Join: Efficient Earth Mover’s Distance Similarity Joins on Hadoop

    TPDS 2016
12. pdf

    @article{DBLP:journals/tc/GuoCFWZZ16, author = {Guo, Weichao and Chen, Kang and Feng, Huan and Wu, Yongwei and Zhang, Rui and Zheng, Weimin}, title = {{MARS}: Mobile Application Relaunching Speed-Up through Flash-Aware Page Swapping}, journal = {{IEEE} Trans. Computers}, volume = {65}, number = {3}, pages = {916--928}, year = {2016}, url = {https://doi.org/10.1109/TC.2015.2428692}, doi = {10.1109/TC.2015.2428692}, timestamp = {Fri, 23 Jun 2017 12:02:55 +0200}, biburl = {https://dblp.org/rec/journals/tc/GuoCFWZZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1109/TC.2015.2428692.pdf}, shortname = {IEEE Transactions on Computers 2016} }

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    Weichao Guo, Kang Chen, Huan Feng, Yongwei Wu, Rui Zhang, Weimin Zheng

    MARS: Mobile Application Relaunching Speed-Up through Flash-Aware Page Swapping

    IEEE Transactions on Computers 2016

2015

1. pdf

   @inproceedings{DBLP:conf/icdm/HuangZY15, author = {Huang, Jin and Zhang, Rui and Yu, Jeffrey Xu}, editor = {Aggarwal, Charu C. and Zhou, Zhi{-}Hua and Tuzhilin, Alexander and Xiong, Hui and Wu, Xindong}, title = {Scalable Hypergraph Learning and Processing}, booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015, Atlantic City, NJ, USA, November 14-17, 2015}, pages = {775--780}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICDM.2015.33}, doi = {10.1109/ICDM.2015.33}, timestamp = {Fri, 24 Mar 2023 00:01:10 +0100}, biburl = {https://dblp.org/rec/conf/icdm/HuangZY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {10.1109/ICDM.2015.33.pdf}, shortname = {ICDM 2015} }

   bib code

   Jin Huang, Rui Zhang, Jeffrey Xu Yu

   Scalable Hypergraph Learning and Processing

   ICDM 2015
2. pdf

   @article{DBLP:journals/is/NguyenH0W15, author = {Nguyen, Thi and He, Zhen and Zhang, Rui and Ward, Phillip G. D.}, title = {Exploiting velocity distribution skew to speed up moving object indexing}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/is/NguyenH0W15.bib}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, doi = {10.1016/J.IS.2015.03.001}, url = {https://doi.org/10.1016/j.is.2015.03.001}, year = {2015}, pages = {72--104}, volume = {51}, journal = {Inf. Syst.}, pdf = {10.1016/J.IS.2015.03.001.pdf}, shortname = {c 2015} }

   bib code

   Thi Nguyen, Zhen He, Rui Zhang, Phillip G. D. Ward

   Exploiting velocity distribution skew to speed up moving object indexing

   c 2015
3. pdf

   @inproceedings{DBLP:conf/edbt/SunQZ015, author = {Sun, Yu and Qi, Jianzhong and Zheng, Yu and Zhang, Rui}, title = {K-Nearest Neighbor Temporal Aggregate Queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/edbt/SunQZ015.bib}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, doi = {10.5441/002/EDBT.2015.43}, url = {https://doi.org/10.5441/002/edbt.2015.43}, year = {2015}, publisher = {OpenProceedings.org}, pages = {493--504}, booktitle = {Proceedings of the 18th International Conference on Extending Database Technology, {EDBT} 2015, Brussels, Belgium, March 23-27, 2015}, editor = {Alonso, Gustavo and Geerts, Floris and Popa, Lucian and Barcel{\'{o}}, Pablo and Teubner, Jens and Ugarte, Mart{\'{\i}}n and den Bussche, Jan Van and Paredaens, Jan}, pdf = {10.5441/002/EDBT.2015.43.pdf}, shortname = {EDBT 2015} }

   bib code

   Yu Sun, Jianzhong Qi, Yu Zheng, Rui Zhang

   K-Nearest Neighbor Temporal Aggregate Queries

   EDBT 2015
4. pdf

   @inproceedings{DBLP:conf/dasfaa/AljubayrinH015, author = {Aljubayrin, Saad and He, Zhen and Zhang, Rui}, title = {Skyline Trips of Multiple POIs Categories}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/dasfaa/AljubayrinH015.bib}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, doi = {10.1007/978-3-319-18123-3\_12}, url = {https://doi.org/10.1007/978-3-319-18123-3\_12}, year = {2015}, publisher = {Springer}, pages = {189--206}, volume = {9050}, series = {Lecture Notes in Computer Science}, booktitle = {Database Systems for Advanced Applications - 20th International Conference, {DASFAA} 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part {II}}, editor = {Renz, Matthias and Shahabi, Cyrus and Zhou, Xiaofang and Cheema, Muhammad Aamir}, pdf = {10.1007/978-3-319-18123-3_12.pdf}, shortname = {DASFAA 2015} }

   bib code

   Saad Aljubayrin, Zhen He, Rui Zhang

   Skyline Trips of Multiple POIs Categories

   DASFAA 2015
5. pdf

   @inproceedings{DBLP:conf/aaai/HeBRZ15, author = {He, Jiazhen and Bailey, James and Rubinstein, Benjamin I. P. and Zhang, Rui}, title = {Identifying At-Risk Students in Massive Open Online Courses}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/aaai/HeBRZ15.bib}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, doi = {10.1609/AAAI.V29I1.9471}, url = {https://doi.org/10.1609/aaai.v29i1.9471}, year = {2015}, publisher = {{AAAI} Press}, pages = {1749--1755}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, editor = {Bonet, Blai and Koenig, Sven}, pdf = {10.1609/AAAI.V29I1.9471.pdf}, shortname = {AAAI 2015} }

   bib code

   Jiazhen He, James Bailey, Benjamin I. P. Rubinstein, Rui Zhang

   Identifying At-Risk Students in Massive Open Online Courses

   AAAI 2015
6. pdf

   @inproceedings{DBLP:conf/icde/AljubayrinQJZHW15, author = {Aljubayrin, Saad and Qi, Jianzhong and Jensen, Christian S. and Zhang, Rui and He, Zhen and Wen, Zeyi}, title = {The safest path via safe zones}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/AljubayrinQJZHW15.bib}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2015.7113312}, url = {https://doi.org/10.1109/ICDE.2015.7113312}, year = {2015}, publisher = {{IEEE} Computer Society}, pages = {531--542}, booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015, Seoul, South Korea, April 13-17, 2015}, editor = {Gehrke, Johannes and Lehner, Wolfgang and Shim, Kyuseok and Cha, Sang Kyun and Lohman, Guy M.}, pdf = {10.1109/ICDE.2015.7113312.pdf}, shortname = {ICDE 2015} }

   bib code

   Saad Aljubayrin, Jianzhong Qi, Christian S. Jensen, Rui Zhang, Zhen He, Zeyi Wen

   The safest path via safe zones

   ICDE 2015
7. pdf

   @article{DBLP:journals/computing/SunQZCD15, author = {Sun, Yu and Qi, Jianzhong and Zhang, Rui and Chen, Yueguo and Du, Xiaoyong}, title = {MapReduce based location selection algorithm for utility maximization with capacity constraints}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/computing/SunQZCD15.bib}, timestamp = {Thu, 06 Aug 2020 01:00:00 +0200}, doi = {10.1007/S00607-013-0382-5}, url = {https://doi.org/10.1007/s00607-013-0382-5}, year = {2015}, pages = {403--423}, number = {4}, volume = {97}, journal = {Computing}, pdf = {10.1007/S00607-013-0382-5.pdf}, shortname = {Computing 2015} }

   bib code

   Yu Sun, Jianzhong Qi, Rui Zhang, Yueguo Chen, Xiaoyong Du

   MapReduce based location selection algorithm for utility maximization with capacity constraints

   Computing 2015
8. pdf

   @article{DBLP:journals/kais/Li0QZY15, author = {Li, Chuanwen and Gu, Yu and Qi, Jianzhong and Zhang, Rui and Yu, Ge}, title = {A safe region based approach to moving {KNN} queries in obstructed space}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/kais/Li0QZY15.bib}, timestamp = {Fri, 03 May 2019 01:00:00 +0200}, doi = {10.1007/S10115-014-0803-6}, url = {https://doi.org/10.1007/s10115-014-0803-6}, year = {2015}, pages = {417--451}, number = {2}, volume = {45}, journal = {Knowl. Inf. Syst.}, pdf = {10.1007/S10115-014-0803-6.pdf}, shortname = {KAIS 2015} }

   bib code

   Chuanwen Li, Yu Gu, Jianzhong Qi, Rui Zhang, Ge Yu

   A safe region based approach to moving KNN queries in obstructed space

   KAIS 2015
9. pdf

   @article{DBLP:journals/vldb/XueQX0HL15, author = {Xue, Andy Yuan and Qi, Jianzhong and Xie, Xing and Zhang, Rui and Huang, Jin and Li, Yuan}, title = {Solving the data sparsity problem in destination prediction}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/vldb/XueQX0HL15.bib}, timestamp = {Sun, 03 Sep 2023 01:00:00 +0200}, doi = {10.1007/S00778-014-0369-7}, url = {https://doi.org/10.1007/s00778-014-0369-7}, year = {2015}, pages = {219--243}, number = {2}, volume = {24}, journal = {{VLDB} J.}, pdf = {10.1007/S00778-014-0369-7.pdf}, shortname = {VLDB 2015} }

   bib code

   Andy Yuan Xue, Jianzhong Qi, Xing Xie, Rui Zhang, Jin Huang, Yuan Li

   Solving the data sparsity problem in destination prediction

   VLDB 2015
10. pdf

    @article{DBLP:journals/kais/ChenHWHTZ15, author = {Chen, Jian and Huang, Jin and Wen, Zeyi and He, Zhen and Taylor, Kerry and Zhang, Rui}, title = {Analysis and evaluation of the top-k most influential location selection query}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/kais/ChenHWHTZ15.bib}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, doi = {10.1007/S10115-013-0720-0}, url = {https://doi.org/10.1007/s10115-013-0720-0}, year = {2015}, pages = {181--217}, number = {1}, volume = {43}, journal = {Knowl. Inf. Syst.}, pdf = {10.1007/S10115-013-0720-0.pdf}, shortname = {KAIS 2015} }

    bib code

    Jian Chen, Jin Huang, Zeyi Wen, Zhen He, Kerry Taylor, Rui Zhang

    Analysis and evaluation of the top-k most influential location selection query

    KAIS 2015
11. pdf

    @article{DBLP:journals/www/Qi0RWWW15, author = {Qi, Jianzhong and Zhang, Rui and Ramamohanarao, Kotagiri and Wang, Hongzhi and Wen, Zeyi and Wu, Dan}, title = {Indexable online time series segmentation with error bound guarantee}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/www/Qi0RWWW15.bib}, timestamp = {Wed, 06 Jan 2021 00:00:00 +0100}, doi = {10.1007/S11280-013-0256-Y}, url = {https://doi.org/10.1007/s11280-013-0256-y}, year = {2015}, pages = {359--401}, number = {2}, volume = {18}, journal = {World Wide Web}, pdf = {10.1007/S11280-013-0256-Y.pdf}, shortname = {WWWJ 2015} }

    bib code

    Jianzhong Qi, Rui Zhang, Kotagiri Ramamohanarao, Hongzhi Wang, Zeyi Wen, Dan Wu

    Indexable online time series segmentation with error bound guarantee

    WWWJ 2015

2014

1. pdf

   @inproceedings{DBLP:conf/icdm/WenZRQT14, author = {Wen, Zeyi and Zhang, Rui and Ramamohanarao, Kotagiri and Qi, Jianzhong and Taylor, Kerry L.}, title = {{MASCOT:} Fast and Highly Scalable {SVM} Cross-Validation Using GPUs and SSDs}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icdm/WenZRQT14.bib}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDM.2014.35}, url = {https://doi.org/10.1109/ICDM.2014.35}, year = {2014}, publisher = {{IEEE} Computer Society}, pages = {580--589}, booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014, Shenzhen, China, December 14-17, 2014}, editor = {Kumar, Ravi and Toivonen, Hannu and Pei, Jian and Huang, Joshua Zhexue and Wu, Xindong}, pdf = {10.1109/ICDM.2014.35.pdf}, shortname = {ICDM 2014} }

   bib code

   Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao, Jianzhong Qi, Kerry L. Taylor

   MASCOT: Fast and Highly Scalable SVM Cross-Validation Using GPUs and SSDs

   ICDM 2014
2. pdf

   @article{DBLP:journals/pvldb/Li0QYZ014, author = {Li, Chuanwen and Gu, Yu and Qi, Jianzhong and Yu, Ge and Zhang, Rui and Yi, Wang}, title = {Processing Moving kNN Queries Using Influential Neighbor Sets}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/Li0QYZ014.bib}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, doi = {10.14778/2735471.2735473}, url = {http://www.vldb.org/pvldb/vol8/p113-li.pdf}, year = {2014}, pages = {113--124}, number = {2}, volume = {8}, journal = {Proc. {VLDB} Endow.}, pdf = {10.14778/2735471.2735473.pdf}, shortname = {VLDB 2014}, code = {https://github.com/chiewen/CkNN} }

   bib code

   Chuanwen Li, Yu Gu, Jianzhong Qi, Ge Yu, Rui Zhang, Wang Yi

   Processing Moving kNN Queries Using Influential Neighbor Sets

   VLDB 2014
3. pdf

   @inproceedings{DBLP:conf/cikm/Wen0R14, author = {Wen, Zeyi and Zhang, Rui and Ramamohanarao, Kotagiri}, title = {Enabling Precision/Recall Preferences for Semi-supervised {SVM} Training}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/cikm/Wen0R14.bib}, timestamp = {Mon, 15 Jun 2020 01:00:00 +0200}, doi = {10.1145/2661829.2661977}, url = {https://doi.org/10.1145/2661829.2661977}, year = {2014}, publisher = {{ACM}}, pages = {421--430}, booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference on Information and Knowledge Management, {CIKM} 2014, Shanghai, China, November 3-7, 2014}, editor = {Li, Jianzhong and Wang, Xiaoyang Sean and Garofalakis, Minos N. and Soboroff, Ian and Suel, Torsten and Wang, Min}, pdf = {10.1145/2661829.2661977.pdf}, shortname = {CIKM 2014} }

   bib code

   Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao

   Enabling Precision/Recall Preferences for Semi-supervised SVM Training

   CIKM 2014
4. pdf

   @article{DBLP:journals/vldb/WardH0Q14, author = {Ward, Phillip G. D. and He, Zhen and Zhang, Rui and Qi, Jianzhong}, title = {Real-time continuous intersection joins over large sets of moving objects using graphic processing units}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/vldb/WardH0Q14.bib}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, doi = {10.1007/S00778-014-0358-X}, url = {https://doi.org/10.1007/s00778-014-0358-x}, year = {2014}, pages = {965--985}, number = {6}, volume = {23}, journal = {{VLDB} J.}, pdf = {10.1007/S00778-014-0358-X.pdf}, shortname = {VLDB Journal, 23 (6): 965-985, 2014} }

   bib code

   Phillip G. D. Ward, Zhen He, Rui Zhang, Jianzhong Qi

   Real-time continuous intersection joins over large sets of moving objects using graphic processing units

   VLDB Journal, 23 (6): 965-985, 2014
5. pdf

   @inproceedings{DBLP:conf/adc/LinZWWQ14, author = {Lin, Xiaojie and Zhang, Rui and Wen, Zeyi and Wang, Hongzhi and Qi, Jianzhong}, title = {Efficient Subgraph Matching Using GPUs}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/adc/LinZWWQ14.bib}, timestamp = {Tue, 26 Mar 2024 13:06:25 +0100}, doi = {10.1007/978-3-319-08608-8\_7}, url = {https://doi.org/10.1007/978-3-319-08608-8\_7}, year = {2014}, publisher = {Springer}, pages = {74--85}, volume = {8506}, series = {Lecture Notes in Computer Science}, booktitle = {Databases Theory and Applications - 25th Australasian Database Conference, {ADC} 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings}, editor = {Wang, Hua and Sharaf, Mohamed A.}, pdf = {10.1007/978-3-319-08608-8_7.pdf}, shortname = {ADC, 2014} }

   bib code

   Xiaojie Lin, Rui Zhang, Zeyi Wen, Hongzhi Wang, Jianzhong Qi

   Efficient Subgraph Matching Using GPUs

   ADC, 2014
6. pdf

   @article{DBLP:journals/tdp/ZhangR0V14, author = {Zhang, Dana and Ramamohanarao, Kotagiri and Zhang, Rui and Versteeg, Steven}, title = {Efficient Graph Based Approach to Large Scale Role Engineering}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tdp/ZhangR0V14.bib}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, url = {http://www.tdp.cat/issues11/abs.a115a12.php}, year = {2014}, pages = {1--26}, number = {1}, volume = {7}, journal = {Trans. Data Priv.}, pdf = {DBLP:journals/tdp/ZhangR0V14.pdf}, shortname = {Transactions on Data Privacy 7:1, 1 - 26, 2014} }

   bib code

   Dana Zhang, Kotagiri Ramamohanarao, Rui Zhang, Steven Versteeg

   Efficient Graph Based Approach to Large Scale Role Engineering

   Transactions on Data Privacy 7:1, 1 - 26, 2014
7. pdf

   @article{DBLP:journals/is/Wang0XQ0Y14, author = {Wang, Yanqiu and Zhang, Rui and Xu, Chuanfei and Qi, Jianzhong and Gu, Yu and Yu, Ge}, title = {Continuous visible k nearest neighbor query on moving objects}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/is/Wang0XQ0Y14.bib}, timestamp = {Fri, 03 May 2019 01:00:00 +0200}, doi = {10.1016/J.IS.2014.02.003}, url = {https://doi.org/10.1016/j.is.2014.02.003}, year = {2014}, pages = {1--21}, volume = {44}, journal = {Inf. Syst.}, pdf = {10.1016/J.IS.2014.02.003.pdf}, shortname = {Information Systems, 44: 1-21, 2014} }

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   Yanqiu Wang, Rui Zhang, Chuanfei Xu, Jianzhong Qi, Yu Gu, Ge Yu

   Continuous visible k nearest neighbor query on moving objects

   Information Systems, 44: 1-21, 2014
8. pdf

   @article{DBLP:journals/tods/0003QSH14, author = {Zhang, Rui and Qi, Jianzhong and Stradling, Martin and Huang, Jin}, title = {Towards a Painless Index for Spatial Objects}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tods/0003QSH14.bib}, timestamp = {Mon, 06 May 2019 01:00:00 +0200}, doi = {10.1145/2629333}, url = {https://doi.org/10.1145/2629333}, year = {2014}, pages = {19:1--19:42}, number = {3}, volume = {39}, journal = {{ACM} Trans. Database Syst.}, pdf = {10.1145/2629333.pdf}, shortname = {TODS 2014}, code = {http://spatialanalytics.cis.unimelb.edu.au/#painless} }

   bib code

   Rui Zhang, Jianzhong Qi, Martin Stradling, Jin Huang

   Towards a Painless Index for Spatial Objects

   TODS 2014
9. pdf

   @article{DBLP:journals/tkde/DuanLLZGW14, author = {Duan, Dongsheng and Li, Yuhua and Li, Ruixuan and Zhang, Rui and Gu, Xiwu and Wen, Kunmei}, title = {LIMTopic: {A} Framework of Incorporating Link Based Importance into Topic Modeling}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tkde/DuanLLZGW14.bib}, timestamp = {Wed, 28 Jun 2023 01:00:00 +0200}, doi = {10.1109/TKDE.2013.2297912}, url = {https://doi.org/10.1109/TKDE.2013.2297912}, year = {2014}, pages = {2493--2506}, number = {10}, volume = {26}, journal = {{IEEE} Trans. Knowl. Data Eng.}, pdf = {10.1109/TKDE.2013.2297912.pdf}, shortname = {TKDE 2014} }

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   Dongsheng Duan, Yuhua Li, Ruixuan Li, Rui Zhang, Xiwu Gu, Kunmei Wen

   LIMTopic: A Framework of Incorporating Link Based Importance into Topic Modeling

   TKDE 2014
10. pdf

    @inproceedings{DBLP:conf/dasfaa/HeBZ14, author = {He, Jiazhen and Bailey, James and Zhang, Rui}, title = {Exploiting Transitive Similarity and Temporal Dynamics for Similarity Search in Heterogeneous Information Networks}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/dasfaa/HeBZ14.bib}, timestamp = {Tue, 14 May 2019 10:00:44 +0200}, doi = {10.1007/978-3-319-05813-9\_10}, url = {https://doi.org/10.1007/978-3-319-05813-9\_10}, year = {2014}, publisher = {Springer}, pages = {141--155}, volume = {8422}, series = {Lecture Notes in Computer Science}, booktitle = {Database Systems for Advanced Applications - 19th International Conference, {DASFAA} 2014, Bali, Indonesia, April 21-24, 2014. Proceedings, Part {II}}, editor = {Bhowmick, Sourav S. and Dyreson, Curtis E. and Jensen, Christian S. and Lee, Mong{-}Li and Muliantara, Agus and Thalheim, Bernhard}, pdf = {10.1007/978-3-319-05813-9_10.pdf}, shortname = {DASFAA 2014} }

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    Jiazhen He, James Bailey, Rui Zhang

    Exploiting Transitive Similarity and Temporal Dynamics for Similarity Search in Heterogeneous Information Networks

    DASFAA 2014
11. pdf

    @inproceedings{DBLP:conf/icde/HuangZBC14, author = {Huang, Jin and Zhang, Rui and Buyya, Rajkumar and Chen, Jian}, title = {{MELODY-JOIN:} Efficient Earth Mover's Distance similarity joins using MapReduce}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/HuangZBC14.bib}, timestamp = {Tue, 12 Nov 2024 10:12:41 +0100}, doi = {10.1109/ICDE.2014.6816702}, url = {https://doi.org/10.1109/ICDE.2014.6816702}, year = {2014}, publisher = {{IEEE} Computer Society}, pages = {808--819}, booktitle = {{IEEE} 30th International Conference on Data Engineering, Chicago, {ICDE} 2014, IL, USA, March 31 - April 4, 2014}, editor = {Cruz, Isabel F. and Ferrari, Elena and Tao, Yufei and Bertino, Elisa and Trajcevski, Goce}, pdf = {10.1109/ICDE.2014.6816702.pdf}, shortname = {ICDE 2014}, code = {http://spatialanalytics.cis.unimelb.edu.au/#big} }

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    Jin Huang, Rui Zhang, Rajkumar Buyya, Jian Chen

    MELODY-JOIN: Efficient Earth Mover’s Distance similarity joins using MapReduce

    ICDE 2014
12. pdf

    @article{DBLP:journals/www/Qi0WXYK14, author = {Qi, Jianzhong and Zhang, Rui and Wang, Yanqiu and Xue, Andy Yuan and Yu, Ge and Kulik, Lars}, title = {The min-dist location selection and facility replacement queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/www/Qi0WXYK14.bib}, timestamp = {Mon, 14 Oct 2019 01:00:00 +0200}, doi = {10.1007/S11280-013-0223-7}, url = {https://doi.org/10.1007/s11280-013-0223-7}, year = {2014}, pages = {1261--1293}, number = {6}, volume = {17}, journal = {World Wide Web}, pdf = {10.1007/S11280-013-0223-7.pdf}, shortname = {WWWJ 2014} }

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    Jianzhong Qi, Rui Zhang, Yanqiu Wang, Andy Yuan Xue, Ge Yu, Lars Kulik

    The min-dist location selection and facility replacement queries

    WWWJ 2014
13. pdf

    @article{DBLP:journals/tist/GurungLJHZ14, author = {Gurung, Sashi and Lin, Dan and Jiang, Wei and Hurson, Ali R. and Zhang, Rui}, title = {Traffic Information Publication with Privacy Preservation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tist/GurungLJHZ14.bib}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, doi = {10.1145/2542666}, url = {https://doi.org/10.1145/2542666}, year = {2014}, pages = {44:1--44:26}, number = {3}, volume = {5}, journal = {{ACM} Trans. Intell. Syst. Technol.}, pdf = {10.1145/2542666.pdf}, shortname = {TIST 2014} }

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    Sashi Gurung, Dan Lin, Wei Jiang, Ali R. Hurson, Rui Zhang

    Traffic Information Publication with Privacy Preservation

    TIST 2014

2013

1. pdf

   @article{DBLP:journals/pvldb/XueZZXYTJZ13, author = {Xue, Andy Yuan and Zhang, Rui and Zheng, Yu and Xie, Xing and Yu, Jianhui and Tang, Yong}, title = {DesTeller: {A} System for Destination Prediction Based on Trajectories with Privacy Protection}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/XueZZXYTJZ13.bib}, timestamp = {Tue, 04 Jan 2022 00:00:00 +0100}, doi = {10.14778/2536274.2536275}, url = {http://www.vldb.org/pvldb/vol6/p1198-xue.pdf}, year = {2013}, pages = {1198--1201}, number = {12}, volume = {6}, journal = {Proc. {VLDB} Endow.}, pdf = {10.14778/2536274.2536275.pdf}, shortname = {VLDB 2013} }

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   Andy Yuan Xue, Rui Zhang, Yu Zheng, Xing Xie, Jianhui Yu, Yong Tang

   DesTeller: A System for Destination Prediction Based on Trajectories with Privacy Protection

   VLDB 2013
2. pdf

   @inproceedings{DBLP:conf/icde/XueZZXHX13, author = {Xue, Andy Yuan and Zhang, Rui and Zheng, Yu and Xie, Xing and Huang, Jin and Xu, Zhenghua}, title = {Destination prediction by sub-trajectory synthesis and privacy protection against such prediction}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/XueZZXHX13.bib}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2013.6544830}, url = {https://doi.org/10.1109/ICDE.2013.6544830}, year = {2013}, publisher = {{IEEE} Computer Society}, pages = {254--265}, booktitle = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013, Brisbane, Australia, April 8-12, 2013}, editor = {Jensen, Christian S. and Jermaine, Christopher M. and Zhou, Xiaofang}, pdf = {10.1109/ICDE.2013.6544830.pdf}, shortname = {ICDE 2013} }

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   Andy Yuan Xue, Rui Zhang, Yu Zheng, Xing Xie, Jin Huang, Zhenghua Xu

   Destination prediction by sub-trajectory synthesis and privacy protection against such prediction

   ICDE 2013
3. pdf

   @inproceedings{DBLP:conf/dasfaa/HuoMZ13, author = {Huo, Zheng and Meng, Xiaofeng and Zhang, Rui}, title = {Feel Free to Check-in: Privacy Alert against Hidden Location Inference Attacks in GeoSNs}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/dasfaa/HuoMZ13.bib}, timestamp = {Tue, 25 Feb 2020 00:00:00 +0100}, doi = {10.1007/978-3-642-37487-6\_29}, url = {https://doi.org/10.1007/978-3-642-37487-6\_29}, year = {2013}, publisher = {Springer}, pages = {377--391}, volume = {7825}, series = {Lecture Notes in Computer Science}, booktitle = {Database Systems for Advanced Applications, 18th International Conference, {DASFAA} 2013, Wuhan, China, April 22-25, 2013. Proceedings, Part {I}}, editor = {Meng, Weiyi and Feng, Ling and Bressan, St{\'{e}}phane and Winiwarter, Werner and Song, Wei}, pdf = {10.1007/978-3-642-37487-6_29.pdf}, shortname = {DASFAA 2013} }

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   Zheng Huo, Xiaofeng Meng, Rui Zhang

   Feel Free to Check-in: Privacy Alert against Hidden Location Inference Attacks in GeoSNs

   DASFAA 2013
4. pdf

   @article{DBLP:journals/is/HashemK013, author = {Hashem, Tanzima and Kulik, Lars and Zhang, Rui}, title = {Countering overlapping rectangle privacy attack for moving kNN queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/is/HashemK013.bib}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, doi = {10.1016/J.IS.2012.07.001}, url = {https://doi.org/10.1016/j.is.2012.07.001}, year = {2013}, pages = {430--453}, number = {3}, volume = {38}, journal = {Inf. Syst.}, pdf = {10.1016/J.IS.2012.07.001.pdf}, shortname = {Information Systems 2013} }

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   Tanzima Hashem, Lars Kulik, Rui Zhang

   Countering overlapping rectangle privacy attack for moving kNN queries

   Information Systems 2013
5. pdf

   @article{DBLP:journals/dke/DingWXWHZ13, author = {Ding, LinLin and Wang, Guoren and Xin, Junchang and Wang, Xiaoyang and Huang, Shan and Zhang, Rui}, title = {ComMapReduce: An improvement of MapReduce with lightweight communication mechanisms}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/dke/DingWXWHZ13.bib}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, doi = {10.1016/J.DATAK.2013.04.004}, url = {https://doi.org/10.1016/j.datak.2013.04.004}, year = {2013}, pages = {224--247}, volume = {88}, journal = {Data Knowl. Eng.}, pdf = {10.1016/J.DATAK.2013.04.004.pdf}, shortname = {DKE 2013} }

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   LinLin Ding, Guoren Wang, Junchang Xin, Xiaoyang Wang, Shan Huang, Rui Zhang

   ComMapReduce: An improvement of MapReduce with lightweight communication mechanisms

   DKE 2013

2012

1. pdf

   @inproceedings{DBLP:conf/icdm/DuanLLZW12, author = {Duan, Dongsheng and Li, Yuhua and Li, Ruixuan and Zhang, Rui and Wen, Aiming}, title = {RankTopic: Ranking Based Topic Modeling}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icdm/DuanLLZW12.bib}, timestamp = {Wed, 28 Jun 2023 01:00:00 +0200}, doi = {10.1109/ICDM.2012.12}, url = {https://doi.org/10.1109/ICDM.2012.12}, year = {2012}, publisher = {{IEEE} Computer Society}, pages = {211--220}, booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012, Brussels, Belgium, December 10-13, 2012}, editor = {Zaki, Mohammed Javeed and Siebes, Arno and Yu, Jeffrey Xu and Goethals, Bart and Webb, Geoffrey I. and Wu, Xindong}, pdf = {10.1109/ICDM.2012.12.pdf}, shortname = {ICDM 2012} }

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   Dongsheng Duan, Yuhua Li, Ruixuan Li, Rui Zhang, Aiming Wen

   RankTopic: Ranking Based Topic Modeling

   ICDM 2012
2. pdf

   @inproceedings{DBLP:conf/cikm/SunHCZD12, author = {Sun, Yu and Huang, Jin and Chen, Yueguo and Zhang, Rui and Du, Xiaoyong}, title = {Location selection for utility maximization with capacity constraints}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/cikm/SunHCZD12.bib}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, doi = {10.1145/2396761.2398592}, url = {https://doi.org/10.1145/2396761.2398592}, year = {2012}, publisher = {{ACM}}, pages = {2154--2158}, booktitle = {21st {ACM} International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012}, editor = {Chen, Xue{-}wen and Lebanon, Guy and Wang, Haixun and Zaki, Mohammed J.}, pdf = {10.1145/2396761.2398592.pdf}, shortname = {CIKM 2012} }

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   Yu Sun, Jin Huang, Yueguo Chen, Rui Zhang, Xiaoyong Du

   Location selection for utility maximization with capacity constraints

   CIKM 2012
3. pdf

   @inproceedings{DBLP:conf/waim/SunHCDZ12, author = {Sun, Yu and Huang, Jin and Chen, Yueguo and Du, Xiaoyong and Zhang, Rui}, title = {Top-k Most Incremental Location Selection with Capacity Constraint}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/waim/SunHCDZ12.bib}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, doi = {10.1007/978-3-642-32281-5\_16}, url = {https://doi.org/10.1007/978-3-642-32281-5\_16}, year = {2012}, publisher = {Springer}, pages = {165--171}, volume = {7418}, series = {Lecture Notes in Computer Science}, booktitle = {Web-Age Information Management - 13th International Conference, {WAIM} 2012, Harbin, China, August 18-20, 2012. Proceedings}, editor = {Gao, Hong and Lim, Lipyeow and Wang, Wei and Li, Chuan and Chen, Lei}, pdf = {10.1007/978-3-642-32281-5_16.pdf}, shortname = {WAIM 2012} }

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   Yu Sun, Jin Huang, Yueguo Chen, Xiaoyong Du, Rui Zhang

   Top-k Most Incremental Location Selection with Capacity Constraint

   WAIM 2012
4. pdf

   @article{DBLP:journals/dke/MaZLC12, author = {Ma, Chunyang and Zhang, Rui and Lin, Xuemin and Chen, Gang}, title = {DuoWave: Mitigating the curse of dimensionality for uncertain data}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/dke/MaZLC12.bib}, timestamp = {Mon, 16 Mar 2020 00:00:00 +0100}, doi = {10.1016/J.DATAK.2012.03.004}, url = {https://doi.org/10.1016/j.datak.2012.03.004}, year = {2012}, pages = {16--38}, volume = {76}, journal = {Data Knowl. Eng.}, pdf = {10.1016/J.DATAK.2012.03.004.pdf}, shortname = {DKE 2012} }

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   Chunyang Ma, Rui Zhang, Xuemin Lin, Gang Chen

   DuoWave: Mitigating the curse of dimensionality for uncertain data

   DKE 2012
5. pdf

   @article{DBLP:journals/pvldb/NguyenHZW12, author = {Nguyen, Thi and He, Zhen and Zhang, Rui and Ward, Phillip}, title = {Boosting Moving Object Indexing through Velocity Partitioning}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/NguyenHZW12.bib}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, doi = {10.14778/2311906.2311913}, url = {http://vldb.org/pvldb/vol5/p860\_thinguyen\_vldb2012.pdf}, year = {2012}, pages = {860--871}, number = {9}, volume = {5}, journal = {Proc. {VLDB} Endow.}, pdf = {10.14778/2311906.2311913.pdf}, shortname = {VLDB 2012} }

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   Thi Nguyen, Zhen He, Rui Zhang, Phillip Ward

   Boosting Moving Object Indexing through Velocity Partitioning

   VLDB 2012
6. pdf

   @article{DBLP:journals/dke/AliTZR12, author = {Ali, Mohammed Eunus and Tanin, Egemen and Zhang, Rui and Ramamohanarao, Kotagiri}, title = {Probabilistic Voronoi diagrams for probabilistic moving nearest neighbor queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/dke/AliTZR12.bib}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, doi = {10.1016/J.DATAK.2012.02.001}, url = {https://doi.org/10.1016/j.datak.2012.02.001}, year = {2012}, pages = {1--33}, volume = {75}, journal = {Data Knowl. Eng.}, pdf = {10.1016/J.DATAK.2012.02.001.pdf}, shortname = {DKE 2012} }

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   Mohammed Eunus Ali, Egemen Tanin, Rui Zhang, Kotagiri Ramamohanarao

   Probabilistic Voronoi diagrams for probabilistic moving nearest neighbor queries

   DKE 2012
7. pdf

   @inproceedings{DBLP:conf/edbt/XuZRP12, author = {Xu, Zhenghua and Zhang, Rui and Ramamohanarao, Kotagiri and Parampalli, Udaya}, title = {An adaptive algorithm for online time series segmentation with error bound guarantee}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/edbt/XuZRP12.bib}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, doi = {10.1145/2247596.2247620}, url = {https://doi.org/10.1145/2247596.2247620}, year = {2012}, publisher = {{ACM}}, pages = {192--203}, booktitle = {15th International Conference on Extending Database Technology, {EDBT} '12, Berlin, Germany, March 27-30, 2012, Proceedings}, editor = {Rundensteiner, Elke A. and Markl, Volker and Manolescu, Ioana and Amer{-}Yahia, Sihem and Naumann, Felix and Ari, Ismail}, pdf = {10.1145/2247596.2247620.pdf}, shortname = {EDBT 2012} }

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   Zhenghua Xu, Rui Zhang, Kotagiri Ramamohanarao, Udaya Parampalli

   An adaptive algorithm for online time series segmentation with error bound guarantee

   EDBT 2012
8. pdf

   @inproceedings{DBLP:conf/icde/QiZKLX12, author = {Qi, Jianzhong and Zhang, Rui and Kulik, Lars and Lin, Dan and Xue, Yuan}, title = {The Min-dist Location Selection Query}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/QiZKLX12.bib}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2012.45}, url = {https://doi.org/10.1109/ICDE.2012.45}, year = {2012}, publisher = {{IEEE} Computer Society}, pages = {366--377}, booktitle = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012), Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012}, editor = {Kementsietsidis, Anastasios and Salles, Marcos Antonio Vaz}, pdf = {10.1109/ICDE.2012.45.pdf}, shortname = {ICDE 2012} }

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   Jianzhong Qi, Rui Zhang, Lars Kulik, Dan Lin, Yuan Xue

   The Min-dist Location Selection Query

   ICDE 2012
9. pdf

   @article{DBLP:journals/vldb/ZhangQLWW12, author = {Zhang, Rui and Qi, Jianzhong and Lin, Dan and Wang, Wei and Wong, Raymond Chi{-}Wing}, title = {A highly optimized algorithm for continuous intersection join queries over moving objects}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/vldb/ZhangQLWW12.bib}, timestamp = {Fri, 03 May 2019 01:00:00 +0200}, doi = {10.1007/S00778-011-0259-1}, url = {https://doi.org/10.1007/s00778-011-0259-1}, year = {2012}, pages = {561--586}, number = {4}, volume = {21}, journal = {{VLDB} J.}, pdf = {10.1007/S00778-011-0259-1.pdf}, shortname = {VLDB 2012} }

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   Rui Zhang, Jianzhong Qi, Dan Lin, Wei Wang, Raymond Chi-Wing Wong

   A highly optimized algorithm for continuous intersection join queries over moving objects

   VLDB 2012
10. pdf

    @article{DBLP:journals/tkde/NutanongTSZR12, author = {Nutanong, Sarana and Tanin, Egemen and Shao, Jie and Zhang, Rui and Ramamohanarao, Kotagiri}, title = {Continuous Detour Queries in Spatial Networks}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tkde/NutanongTSZR12.bib}, timestamp = {Wed, 07 Aug 2024 01:00:00 +0200}, doi = {10.1109/TKDE.2011.52}, url = {https://doi.org/10.1109/TKDE.2011.52}, year = {2012}, pages = {1201--1215}, number = {7}, volume = {24}, journal = {{IEEE} Trans. Knowl. Data Eng.}, pdf = {10.1109/TKDE.2011.52.pdf}, shortname = {TKDE 2012} }

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    Sarana Nutanong, Egemen Tanin, Jie Shao, Rui Zhang, Kotagiri Ramamohanarao

    Continuous Detour Queries in Spatial Networks

    TKDE 2012

2011

1. pdf

   @article{DBLP:journals/pvldb/LinJZXL11, author = {Lin, Dan and Jensen, Christian S. and Zhang, Rui and Xiao, Lu and Lu, Jiaheng}, title = {A MovingObject Index for Efficient Query Processing with Peer-Wise Location Privacy}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/LinJZXL11.bib}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, doi = {10.14778/2047485.2047489}, url = {http://www.vldb.org/pvldb/vol5/p037\_danlin\_vldb2012.pdf}, year = {2011}, pages = {37--48}, number = {1}, volume = {5}, journal = {Proc. {VLDB} Endow.}, pdf = {10.14778/2047485.2047489.pdf}, shortname = {VLDB 2011} }

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   Dan Lin, Christian S. Jensen, Rui Zhang, Lu Xiao, Jiaheng Lu

   A MovingObject Index for Efficient Query Processing with Peer-Wise Location Privacy

   VLDB 2011
2. pdf

   @inproceedings{DBLP:conf/ijcnlp/GhodkeBZ11, author = {Ghodke, Sumukh and Bird, Steven and Zhang, Rui}, title = {A Breadth-First Representation for Tree Matching in Large Scale Forest-Based Translation}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/ijcnlp/GhodkeBZ11.bib}, timestamp = {Fri, 06 Aug 2021 00:40:16 +0200}, url = {https://aclanthology.org/I11-1088/}, year = {2011}, publisher = {The Association for Computer Linguistics}, pages = {785--793}, booktitle = {Fifth International Joint Conference on Natural Language Processing, {IJCNLP} 2011, Chiang Mai, Thailand, November 8-13, 2011}, shortname = {IJCNLP 2011} }

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   Sumukh Ghodke, Steven Bird, Rui Zhang

   A Breadth-First Representation for Tree Matching in Large Scale Forest-Based Translation

   IJCNLP 2011
3. pdf

   @inproceedings{DBLP:conf/cikm/HuangWQZCH11, author = {Huang, Jin and Wen, Zeyi and Qi, Jianzhong and Zhang, Rui and Chen, Jian and He, Zhen}, title = {Top-k most influential locations selection}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/cikm/HuangWQZCH11.bib}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, doi = {10.1145/2063576.2063971}, url = {https://doi.org/10.1145/2063576.2063971}, year = {2011}, publisher = {{ACM}}, pages = {2377--2380}, booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011}, editor = {Macdonald, Craig and Ounis, Iadh and Ruthven, Ian}, pdf = {10.1145/2063576.2063971.pdf}, shortname = {CIKM 2011} }

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   Jin Huang, Zeyi Wen, Jianzhong Qi, Rui Zhang, Jian Chen, Zhen He

   Top-k most influential locations selection

   CIKM 2011
4. pdf

   @inproceedings{6119687, author = {Huang, Jin and Wen, Zeyi and Pathan, Mukaddim and Taylor, Kerry and Xue, Yuan and Zhang, Rui}, title = {Ranking locations for facility selection based on potential influences}, doi = {10.1109/IECON.2011.6119687}, url = {https://ieeexplore.ieee.org/document/6119687}, pages = {2411-2416}, number = {}, volume = {}, year = {2011}, booktitle = {IECON 2011 - 37th Annual Conference of the IEEE Industrial Electronics Society}, pdf = {10.1109/IECON.2011.6119687.pdf}, shortname = {IECON 2011} }

   bib code

   Jin Huang, Zeyi Wen, Mukaddim Pathan, Kerry Taylor, Yuan Xue, Rui Zhang

   Ranking locations for facility selection based on potential influences

   IECON 2011
5. pdf

   @article{DBLP:journals/www/HindleSLLZ11, author = {Hindle, Alex and Shao, Jie and Lin, Dan and Lu, Jiaheng and Zhang, Rui}, title = {Clustering Web video search results based on integration of multiple features}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/www/HindleSLLZ11.bib}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, doi = {10.1007/S11280-010-0097-X}, url = {https://doi.org/10.1007/s11280-010-0097-x}, year = {2011}, pages = {53--73}, number = {1}, volume = {14}, journal = {World Wide Web}, pdf = {10.1007/S11280-010-0097-X.pdf}, shortname = {WWWJ 2011} }

   bib code

   Alex Hindle, Jie Shao, Dan Lin, Jiaheng Lu, Rui Zhang

   Clustering Web video search results based on integration of multiple features

   WWWJ 2011
6. pdf

   @inproceedings{DBLP:conf/adc/AntoineRS011, author = {Antoine, Elizabeth and Ramamohanarao, Kotagiri and Shao, Jie and Zhang, Rui}, editor = {Shen, Heng Tao and Zhang, Yanchun}, title = {Accelerating Spatial Join Operations using Bit-Indices}, booktitle = {Twenty-Second Australasian Database Conference, {ADC} 2011, Perth, Australia, January 2011}, series = {{CRPIT}}, volume = {115}, pages = {123--132}, publisher = {Australian Computer Society}, year = {2011}, url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV115Antoine.html}, timestamp = {Thu, 08 Aug 2024 07:48:11 +0200}, biburl = {https://dblp.org/rec/conf/adc/AntoineRS011.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, pdf = {DBLP:conf/adc/AntoineRS011.pdf}, shortname = {ADC 2011} }

   bib code

   Elizabeth Antoine, Kotagiri Ramamohanarao, Jie Shao, Rui Zhang

   Accelerating Spatial Join Operations using Bit-Indices

   ADC 2011

2010

1. pdf

   @article{DBLP:journals/pvldb/ZhangS10, author = {Zhang, Rui and Stradling, Martin}, title = {The HV-tree: a Memory Hierarchy Aware Version Index}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/ZhangS10.bib}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, doi = {10.14778/1920841.1920894}, url = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/R35.pdf}, year = {2010}, pages = {397--408}, number = {1}, volume = {3}, journal = {Proc. {VLDB} Endow.}, pdf = {10.14778/1920841.1920894.pdf}, shortname = {VLDB 2010} }

   bib code

   Rui Zhang, Martin Stradling

   The HV-tree: a Memory Hierarchy Aware Version Index

   VLDB 2010
2. pdf

   @article{DBLP:journals/isci/PangZZW10, author = {Pang, Chaoyi and Zhang, Rui and Zhang, Qing and Wang, Junhu}, title = {Dominating sets in directed graphs}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/isci/PangZZW10.bib}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, doi = {10.1016/J.INS.2010.06.009}, url = {https://doi.org/10.1016/j.ins.2010.06.009}, year = {2010}, pages = {3647--3652}, number = {19}, volume = {180}, journal = {Inf. Sci.}, pdf = {10.1016/J.INS.2010.06.009.pdf}, shortname = {Information Sciences 2010} }

   bib code

   Chaoyi Pang, Rui Zhang, Qing Zhang, Junhu Wang

   Dominating sets in directed graphs

   Information Sciences 2010
3. pdf

   @article{DBLP:journals/is/ZhangJDR10, author = {Zhang, Rui and Jagadish, H. V. and Dai, Bing Tian and Ramamohanarao, Kotagiri}, title = {Optimized algorithms for predictive range and {KNN} queries on moving objects}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/is/ZhangJDR10.bib}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, doi = {10.1016/J.IS.2010.05.004}, url = {https://doi.org/10.1016/j.is.2010.05.004}, year = {2010}, pages = {911--932}, number = {8}, volume = {35}, journal = {Inf. Syst.}, pdf = {10.1016/J.IS.2010.05.004.pdf}, shortname = {Information Systems 2010} }

   bib code

   Rui Zhang, H. V. Jagadish, Bing Tian Dai, Kotagiri Ramamohanarao

   Optimized algorithms for predictive range and KNN queries on moving objects

   Information Systems 2010
4. pdf

   @article{DBLP:journals/vldb/AliTZK10, author = {Ali, Mohammed Eunus and Tanin, Egemen and Zhang, Rui and Kulik, Lars}, title = {A motion-aware approach for efficient evaluation of continuous queries on 3D object databases}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/vldb/AliTZK10.bib}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, doi = {10.1007/S00778-010-0182-X}, url = {https://doi.org/10.1007/s00778-010-0182-x}, year = {2010}, pages = {603--632}, number = {5}, volume = {19}, journal = {{VLDB} J.}, pdf = {10.1007/S00778-010-0182-X.pdf}, shortname = {VLDB 2010} }

   bib code

   Mohammed Eunus Ali, Egemen Tanin, Rui Zhang, Lars Kulik

   A motion-aware approach for efficient evaluation of continuous queries on 3D object databases

   VLDB 2010
5. pdf

   @article{DBLP:journals/vldb/0003KOSZ10, author = {Zhang, Rui and Koudas, Nick and Ooi, Beng Chin and Srivastava, Divesh and Zhou, Pu}, title = {Streaming multiple aggregations using phantoms}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/vldb/0003KOSZ10.bib}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, doi = {10.1007/S00778-010-0180-Z}, url = {https://doi.org/10.1007/s00778-010-0180-z}, year = {2010}, pages = {557--583}, number = {4}, volume = {19}, journal = {{VLDB} J.}, pdf = {10.1007/S00778-010-0180-Z.pdf}, shortname = {VLDB 2010} }

   bib code

   Rui Zhang, Nick Koudas, Beng Chin Ooi, Divesh Srivastava, Pu Zhou

   Streaming multiple aggregations using phantoms

   VLDB 2010
6. pdf

   @article{DBLP:journals/ipl/YuBMZZ10, author = {Yu, Cui and Bailey, James and Montefusco, Julian and Zhang, Rui and Zhong, Jiling}, title = {Enhancing the B\({}^{\mbox{+}}\)-tree by dynamic node popularity caching}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/ipl/YuBMZZ10.bib}, timestamp = {Tue, 16 Apr 2019 01:00:00 +0200}, doi = {10.1016/J.IPL.2010.01.008}, url = {https://doi.org/10.1016/j.ipl.2010.01.008}, year = {2010}, pages = {268--273}, number = {7}, volume = {110}, journal = {Inf. Process. Lett.}, pdf = {10.1016/J.IPL.2010.01.008.pdf}, shortname = {Information Processing Letters 2010} }

   bib code

   Cui Yu, James Bailey, Julian Montefusco, Rui Zhang, Jiling Zhong

   Enhancing the B\(^\mbox+\)-tree by dynamic node popularity caching

   Information Processing Letters 2010
7. pdf

   @inproceedings{DBLP:conf/edbt/HashemKZ10, author = {Hashem, Tanzima and Kulik, Lars and Zhang, Rui}, title = {Privacy preserving group nearest neighbor queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/edbt/HashemKZ10.bib}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, doi = {10.1145/1739041.1739100}, url = {https://doi.org/10.1145/1739041.1739100}, year = {2010}, publisher = {{ACM}}, pages = {489--500}, volume = {426}, series = {{ACM} International Conference Proceeding Series}, booktitle = {{EDBT} 2010, 13th International Conference on Extending Database Technology, Lausanne, Switzerland, March 22-26, 2010, Proceedings}, editor = {Manolescu, Ioana and Spaccapietra, Stefano and Teubner, Jens and Kitsuregawa, Masaru and L{\'{e}}ger, Alain and Naumann, Felix and Ailamaki, Anastasia and {\"{O}}zcan, Fatma}, pdf = {10.1145/1739041.1739100.pdf}, shortname = {EDBT 2010} }

   bib code

   Tanzima Hashem, Lars Kulik, Rui Zhang

   Privacy preserving group nearest neighbor queries

   EDBT 2010
8. pdf

   @inproceedings{DBLP:conf/adc/ZhangJLLWZ10, author = {Zhang, Zhe and Jiang, Jian and Liu, Xiaoyan and Lau, Ricky and Wang, Huaiqing and Zhang, Rui}, title = {A real time hybrid pattern matching scheme for stock time series}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/adc/ZhangJLLWZ10.bib}, timestamp = {Mon, 11 Apr 2011 12:23:41 +0200}, url = {http://portal.acm.org/citation.cfm?id=1862263\&CFID=17470975\&CFTOKEN=71845406}, year = {2010}, publisher = {Australian Computer Society}, pages = {161--170}, volume = {104}, series = {{CRPIT}}, booktitle = {Database Technologies 2010, Twenty-First Australasian Database Conference {(ADC} 2010), Brisbane, Australia, 18-22 January, 2010, Proceedings}, editor = {Shen, Heng Tao and Bouguettaya, Athman}, pdf = {DBLP:conf/adc/ZhangJLLWZ10.pdf}, shortname = {ADC 2010} }

   bib code

   Zhe Zhang, Jian Jiang, Xiaoyan Liu, Ricky Lau, Huaiqing Wang, Rui Zhang

   A real time hybrid pattern matching scheme for stock time series

   ADC 2010
9. pdf

   @inproceedings{DBLP:conf/adc/AntoineRSZ10, author = {Antoine, Elizabeth and Ramamohanarao, Kotagiri and Shao, Jie and Zhang, Rui}, title = {Recursive partitioning method for trajectory indexing}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/adc/AntoineRSZ10.bib}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, url = {http://portal.acm.org/citation.cfm?id=1862250\&\#38;CFID=17470975\&\#38;CFTOKEN=71845406}, year = {2010}, publisher = {Australian Computer Society}, pages = {37--46}, volume = {104}, series = {{CRPIT}}, booktitle = {Database Technologies 2010, Twenty-First Australasian Database Conference {(ADC} 2010), Brisbane, Australia, 18-22 January, 2010, Proceedings}, editor = {Shen, Heng Tao and Bouguettaya, Athman}, pdf = {DBLP:conf/adc/AntoineRSZ10.pdf}, shortname = {ADC 2010} }

   bib code

   Elizabeth Antoine, Kotagiri Ramamohanarao, Jie Shao, Rui Zhang

   Recursive partitioning method for trajectory indexing

   ADC 2010
10. pdf

    @inproceedings{DBLP:conf/icde/LiuWWZBR10, author = {Liu, Xiaoyan and Wu, Xindong and Wang, Huaiqing and Zhang, Rui and Bailey, James and Ramamohanarao, Kotagiri}, title = {Mining distribution change in stock order streams}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/LiuWWZBR10.bib}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2010.5447901}, url = {https://doi.org/10.1109/ICDE.2010.5447901}, year = {2010}, publisher = {{IEEE} Computer Society}, pages = {105--108}, booktitle = {Proceedings of the 26th International Conference on Data Engineering, {ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}}, editor = {Li, Feifei and Moro, Mirella M. and Ghandeharizadeh, Shahram and Haritsa, Jayant R. and Weikum, Gerhard and Carey, Michael J. and Casati, Fabio and Chang, Edward Y. and Manolescu, Ioana and Mehrotra, Sharad and Dayal, Umeshwar and Tsotras, Vassilis J.}, pdf = {10.1109/ICDE.2010.5447901.pdf}, shortname = {ICDE 2010} }

    bib code

    Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Rui Zhang, James Bailey, Kotagiri Ramamohanarao

    Mining distribution change in stock order streams

    ICDE 2010
11. pdf

    @article{DBLP:journals/vldb/NutanongZTK10, author = {Nutanong, Sarana and Zhang, Rui and Tanin, Egemen and Kulik, Lars}, title = {Analysis and evaluation of V*-\emph{k}NN: an efficient algorithm for moving \emph{k}NN queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/vldb/NutanongZTK10.bib}, timestamp = {Fri, 09 Jun 2017 01:00:00 +0200}, doi = {10.1007/S00778-009-0163-0}, url = {https://doi.org/10.1007/s00778-009-0163-0}, year = {2010}, pages = {307--332}, number = {3}, volume = {19}, journal = {{VLDB} J.}, pdf = {10.1007/S00778-009-0163-0.pdf}, shortname = {VLDB 2010} }

    bib code

    Sarana Nutanong, Rui Zhang, Egemen Tanin, Lars Kulik

    Analysis and evaluation of V*-\emphkNN: an efficient algorithm for moving \emphkNN queries

    VLDB 2010
12. pdf

    @article{DBLP:journals/tkde/NutanongTZ10, author = {Nutanong, Sarana and Tanin, Egemen and Zhang, Rui}, title = {Incremental Evaluation of Visible Nearest Neighbor Queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tkde/NutanongTZ10.bib}, timestamp = {Thu, 08 Jun 2017 01:00:00 +0200}, doi = {10.1109/TKDE.2009.158}, url = {https://doi.org/10.1109/TKDE.2009.158}, year = {2010}, pages = {665--681}, number = {5}, volume = {22}, journal = {{IEEE} Trans. Knowl. Data Eng.}, pdf = {10.1109/TKDE.2009.158.pdf}, shortname = {TKDE 2010} }

    bib code

    Sarana Nutanong, Egemen Tanin, Rui Zhang

    Incremental Evaluation of Visible Nearest Neighbor Queries

    TKDE 2010
13. pdf

    @article{DBLP:journals/geoinformatica/YuZHX10, author = {Yu, Cui and Zhang, Rui and Huang, Yaochun and Xiong, Hui}, title = {High-dimensional kNN joins with incremental updates}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/geoinformatica/YuZHX10.bib}, timestamp = {Fri, 03 Apr 2020 01:00:00 +0200}, doi = {10.1007/S10707-009-0076-5}, url = {https://doi.org/10.1007/s10707-009-0076-5}, year = {2010}, pages = {55--82}, number = {1}, volume = {14}, journal = {GeoInformatica}, pdf = {10.1007/S10707-009-0076-5.pdf}, shortname = {GeoInformatica Journal 2010} }

    bib code

    Cui Yu, Rui Zhang, Yaochun Huang, Hui Xiong

    High-dimensional kNN joins with incremental updates

    GeoInformatica Journal 2010

2009

1. pdf

   @incollection{DBLP:reference/db/Zhang09d, author = {Zhang, Rui}, editor = {Liu, Ling and {\"{O}}zsu, M. Tamer}, title = {Nonparametric Data Reduction Techniques}, booktitle = {Encyclopedia of Database Systems}, pages = {1912}, publisher = {Springer {US}}, year = {2009}, url = {https://doi.org/10.1007/978-0-387-39940-9\_546}, doi = {10.1007/978-0-387-39940-9\_546}, timestamp = {Sun, 02 Jun 2019 21:10:27 +0200}, biburl = {https://dblp.org/rec/reference/db/Zhang09d.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, shortname = {Encyclopedia of Database Systems 2009} }

   bib code

   Rui Zhang

   Nonparametric Data Reduction Techniques

   Encyclopedia of Database Systems 2009
2. pdf

   @incollection{DBLP:reference/db/Zhang09e, author = {Zhang, Rui}, editor = {Liu, Ling and {\"{O}}zsu, M. Tamer}, title = {Parametric Data Reduction Techniques}, booktitle = {Encyclopedia of Database Systems}, pages = {2044--2045}, publisher = {Springer {US}}, year = {2009}, url = {https://doi.org/10.1007/978-0-387-39940-9\_547}, doi = {10.1007/978-0-387-39940-9\_547}, timestamp = {Sun, 02 Jun 2019 21:10:27 +0200}, biburl = {https://dblp.org/rec/reference/db/Zhang09e.bib}, bibsource = {dblp computer science bibliography, https://dblp.org}, shortname = {Encyclopedia of Database Systems 2009} }

   bib code

   Rui Zhang

   Parametric Data Reduction Techniques

   Encyclopedia of Database Systems 2009
3. pdf

   @inproceedings{DBLP:conf/acsac/ZhangRVZ09, author = {Zhang, Dana and Ramamohanarao, Kotagiri and Versteeg, Steven and Zhang, Rui}, title = {RoleVAT: Visual Assessment of Practical Need for Role Based Access Control}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/acsac/ZhangRVZ09.bib}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, doi = {10.1109/ACSAC.2009.11}, url = {https://doi.org/10.1109/ACSAC.2009.11}, year = {2009}, publisher = {{IEEE} Computer Society}, pages = {13--22}, booktitle = {Twenty-Fifth Annual Computer Security Applications Conference, {ACSAC} 2009, Honolulu, Hawaii, USA, 7-11 December 2009}, pdf = {10.1109/ACSAC.2009.11.pdf}, shortname = {ACSAC 2009} }

   bib code

   Dana Zhang, Kotagiri Ramamohanarao, Steven Versteeg, Rui Zhang

   RoleVAT: Visual Assessment of Practical Need for Role Based Access Control

   ACSAC 2009
4. pdf

   @inproceedings{DBLP:conf/icde/NutanongZTK09, author = {Nutanong, Sarana and Zhang, Rui and Tanin, Egemen and Kulik, Lars}, title = {V*-kNN: An Efficient Algorithm for Moving k Nearest Neighbor Queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/NutanongZTK09.bib}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2009.63}, url = {https://doi.org/10.1109/ICDE.2009.63}, year = {2009}, publisher = {{IEEE} Computer Society}, pages = {1519--1522}, booktitle = {Proceedings of the 25th International Conference on Data Engineering, {ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China}, editor = {Ioannidis, Yannis E. and Lee, Dik Lun and Ng, Raymond T.}, pdf = {10.1109/ICDE.2009.63.pdf}, shortname = {ICDE 2009} }

   bib code

   Sarana Nutanong, Rui Zhang, Egemen Tanin, Lars Kulik

   V*-kNN: An Efficient Algorithm for Moving k Nearest Neighbor Queries

   ICDE 2009
5. pdf

   @article{DBLP:journals/sigmod/TaninZK09, author = {Tanin, Egemen and Zhang, Rui and Kulik, Lars}, title = {Spatio-temporal database research at the University of Melbourne}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/sigmod/TaninZK09.bib}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, doi = {10.1145/1815933.1815942}, url = {https://doi.org/10.1145/1815933.1815942}, year = {2009}, pages = {35--39}, number = {3}, volume = {38}, journal = {{SIGMOD} Rec.}, pdf = {10.1145/1815933.1815942.pdf}, shortname = {SIGMOD 2009} }

   bib code

   Egemen Tanin, Rui Zhang, Lars Kulik

   Spatio-temporal database research at the University of Melbourne

   SIGMOD 2009

2008

1. pdf

   @article{DBLP:journals/pvldb/NutanongZTK08, author = {Nutanong, Sarana and Zhang, Rui and Tanin, Egemen and Kulik, Lars}, title = {The V*-Diagram: a query-dependent approach to moving {KNN} queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/NutanongZTK08.bib}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, doi = {10.14778/1453856.1453973}, url = {http://www.vldb.org/pvldb/vol1/1453973.pdf}, year = {2008}, pages = {1095--1106}, number = {1}, volume = {1}, journal = {Proc. {VLDB} Endow.}, pdf = {10.14778/1453856.1453973.pdf}, shortname = {VLDB 2008}, code = {https://github.com/chiewen/CkNN} }

   bib code

   Sarana Nutanong, Rui Zhang, Egemen Tanin, Lars Kulik

   The V*-Diagram: a query-dependent approach to moving KNN queries

   VLDB 2008
2. pdf

   @article{DBLP:journals/pvldb/LometHNZ08, author = {Lomet, David B. and Hong, Mingsheng and Nehme, Rimma V. and Zhang, Rui}, title = {Transaction time indexing with version compression}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/pvldb/LometHNZ08.bib}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, doi = {10.14778/1453856.1453951}, url = {http://www.vldb.org/pvldb/vol1/1453951.pdf}, year = {2008}, pages = {870--881}, number = {1}, volume = {1}, journal = {Proc. {VLDB} Endow.}, pdf = {10.14778/1453856.1453951.pdf}, shortname = {VLDB 2008} }

   bib code

   David B. Lomet, Mingsheng Hong, Rimma V. Nehme, Rui Zhang

   Transaction time indexing with version compression

   VLDB 2008
3. pdf

   @inproceedings{DBLP:conf/icde/ZhangLRB08, author = {Zhang, Rui and Lin, Dan and Ramamohanarao, Kotagiri and Bertino, Elisa}, title = {Continuous Intersection Joins Over Moving Objects}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/ZhangLRB08.bib}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2008.4497495}, url = {https://doi.org/10.1109/ICDE.2008.4497495}, year = {2008}, publisher = {{IEEE} Computer Society}, pages = {863--872}, booktitle = {Proceedings of the 24th International Conference on Data Engineering, {ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico}, editor = {Alonso, Gustavo and Blakeley, Jos{\'{e}} A. and Chen, Arbee L. P.}, pdf = {10.1109/ICDE.2008.4497495.pdf}, shortname = {ICDE 2008} }

   bib code

   Rui Zhang, Dan Lin, Kotagiri Ramamohanarao, Elisa Bertino

   Continuous Intersection Joins Over Moving Objects

   ICDE 2008
4. pdf

   @inproceedings{DBLP:conf/icde/AliZTK08, author = {Ali, Mohammed Eunus and Zhang, Rui and Tanin, Egemen and Kulik, Lars}, title = {A Motion-Aware Approach to Continuous Retrieval of 3D Objects}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/AliZTK08.bib}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2008.4497493}, url = {https://doi.org/10.1109/ICDE.2008.4497493}, year = {2008}, publisher = {{IEEE} Computer Society}, pages = {843--852}, booktitle = {Proceedings of the 24th International Conference on Data Engineering, {ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico}, editor = {Alonso, Gustavo and Blakeley, Jos{\'{e}} A. and Chen, Arbee L. P.}, pdf = {10.1109/ICDE.2008.4497493.pdf}, shortname = {ICDE 2008} }

   bib code

   Mohammed Eunus Ali, Rui Zhang, Egemen Tanin, Lars Kulik

   A Motion-Aware Approach to Continuous Retrieval of 3D Objects

   ICDE 2008
5. pdf

   @inproceedings{DBLP:conf/dasfaa/AliTZK08, author = {Ali, Mohammed Eunus and Tanin, Egemen and Zhang, Rui and Kulik, Lars}, title = {Load Balancing for Moving Object Management in a {P2P} Network}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/dasfaa/AliTZK08.bib}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, doi = {10.1007/978-3-540-78568-2\_20}, url = {https://doi.org/10.1007/978-3-540-78568-2\_20}, year = {2008}, publisher = {Springer}, pages = {251--266}, volume = {4947}, series = {Lecture Notes in Computer Science}, booktitle = {Database Systems for Advanced Applications, 13th International Conference, {DASFAA} 2008, New Delhi, India, March 19-21, 2008. Proceedings}, editor = {Haritsa, Jayant R. and Ramamohanarao, Kotagiri and Pudi, Vikram}, pdf = {10.1007/978-3-540-78568-2_20.pdf}, shortname = {DASFAA 2008} }

   bib code

   Mohammed Eunus Ali, Egemen Tanin, Rui Zhang, Lars Kulik

   Load Balancing for Moving Object Management in a P2P Network

   DASFAA 2008
6. pdf

   @inbook{Jagadish2008, author = {Jagadish, H.V. and Ooi, Beng Chin and Zhang, Rui}, editor = {Shekhar, Shashi and Xiong, Hui}, title = {iDistance Techniques}, booktitle = {Encyclopedia of GIS}, year = {2008}, publisher = {Springer US}, address = {Boston, MA}, pages = {469--471}, isbn = {978-0-387-35973-1}, doi = {10.1007/978-0-387-35973-1_580}, url = {https://doi.org/10.1007/978-0-387-35973-1_580}, pdf = {10.1007/978-0-387-35973-1_580.pdf}, shortname = {Encyclopedia of GIS 2008} }

   bib code

   H.V. Jagadish, Beng Chin Ooi, Rui Zhang

   iDistance Techniques

   Encyclopedia of GIS 2008

2007

1. pdf

   @inproceedings{DBLP:conf/dasfaa/NutanongTZ07, author = {Nutanong, Sarana and Tanin, Egemen and Zhang, Rui}, title = {Visible Nearest Neighbor Queries}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/dasfaa/NutanongTZ07.bib}, timestamp = {Wed, 26 May 2021 08:40:06 +0200}, doi = {10.1007/978-3-540-71703-4\_73}, url = {https://doi.org/10.1007/978-3-540-71703-4\_73}, year = {2007}, publisher = {Springer}, pages = {876--883}, volume = {4443}, series = {Lecture Notes in Computer Science}, booktitle = {Advances in Databases: Concepts, Systems and Applications, 12th International Conference on Database Systems for Advanced Applications, {DASFAA} 2007, Bangkok, Thailand, April 9-12, 2007, Proceedings}, editor = {Ramamohanarao, Kotagiri and Krishna, P. Radha and Mohania, Mukesh K. and Nantajeewarawat, Ekawit}, pdf = {10.1007/978-3-540-71703-4_73.pdf}, shortname = {DASFAA 2007} }

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   Sarana Nutanong, Egemen Tanin, Rui Zhang

   Visible Nearest Neighbor Queries

   DASFAA 2007

2006

1. pdf

   @inproceedings{DBLP:conf/vldb/Tung0KO06, author = {Tung, Anthony K. H. and Zhang, Rui and Koudas, Nick and Ooi, Beng Chin}, title = {Similarity Search: {A} Matching Based Approach}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/vldb/Tung0KO06.bib}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, url = {http://dl.acm.org/citation.cfm?id=1164182}, year = {2006}, publisher = {{ACM}}, pages = {631--642}, booktitle = {Proceedings of the 32nd International Conference on Very Large Data Bases, Seoul, Korea, September 12-15, 2006}, editor = {Dayal, Umeshwar and Whang, Kyu{-}Young and Lomet, David B. and Alonso, Gustavo and Lohman, Guy M. and Kersten, Martin L. and Cha, Sang Kyun and Kim, Young{-}Kuk}, pdf = {DBLP:conf/vldb/Tung0KO06.pdf}, shortname = {VLDB 2006} }

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   Anthony K. H. Tung, Rui Zhang, Nick Koudas, Beng Chin Ooi

   Similarity Search: A Matching Based Approach

   VLDB 2006
2. pdf

   @article{DBLP:journals/geoinformatica/LinZZ06, author = {Lin, Dan and Zhang, Rui and Zhou, Aoying}, title = {Indexing Fast Moving Objects for kNN Queries Based on Nearest Landmarks}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/geoinformatica/LinZZ06.bib}, timestamp = {Wed, 15 Nov 2017 00:00:00 +0100}, doi = {10.1007/S10707-006-0341-9}, url = {https://doi.org/10.1007/s10707-006-0341-9}, year = {2006}, pages = {423--445}, number = {4}, volume = {10}, journal = {GeoInformatica}, pdf = {10.1007/S10707-006-0341-9.pdf}, shortname = {GeoInformatica 2006} }

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   Dan Lin, Rui Zhang, Aoying Zhou

   Indexing Fast Moving Objects for kNN Queries Based on Nearest Landmarks

   GeoInformatica 2006
3. pdf

   @inproceedings{DBLP:conf/icde/JensenLOZ06, author = {Jensen, Christian S. and Lin, Dan and Ooi, Beng Chin and Zhang, Rui}, title = {Effective Density Queries on ContinuouslyMoving Objects}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/JensenLOZ06.bib}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2006.179}, url = {https://doi.org/10.1109/ICDE.2006.179}, year = {2006}, publisher = {{IEEE} Computer Society}, pages = {71}, booktitle = {Proceedings of the 22nd International Conference on Data Engineering, {ICDE} 2006, 3-8 April 2006, Atlanta, GA, {USA}}, editor = {Liu, Ling and Reuter, Andreas and Whang, Kyu{-}Young and Zhang, Jianjun}, pdf = {10.1109/ICDE.2006.179.pdf}, shortname = {ICDE 2006} }

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   Christian S. Jensen, Dan Lin, Beng Chin Ooi, Rui Zhang

   Effective Density Queries on ContinuouslyMoving Objects

   ICDE 2006

2005

1. pdf

   @inproceedings{DBLP:conf/sigmod/SrivastavaKZO05, author = {Zhang, Rui and Koudas, Nick and Ooi, Beng Chin and Srivastava, Divesh}, title = {Multiple Aggregations Over Data Streams}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/sigmod/SrivastavaKZO05.bib}, timestamp = {Thu, 11 Mar 2021 15:20:15 +0100}, doi = {10.1145/1066157.1066192}, url = {https://doi.org/10.1145/1066157.1066192}, year = {2005}, publisher = {{ACM}}, pages = {299--310}, booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data, Baltimore, Maryland, USA, June 14-16, 2005}, editor = {{\"{O}}zcan, Fatma}, pdf = {10.1145/1066157.1066192.pdf}, shortname = {SIGMOD 2005} }

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   Rui Zhang, Nick Koudas, Beng Chin Ooi, Divesh Srivastava

   Multiple Aggregations Over Data Streams

   SIGMOD 2005
2. pdf

   @article{DBLP:journals/tods/ZhangKOT05, author = {Zhang, Rui and Kalnis, Panos and Ooi, Beng Chin and Tan, Kian{-}Lee}, title = {Generalized multidimensional data mapping and query processing}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tods/ZhangKOT05.bib}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, doi = {10.1145/1093382.1093383}, url = {https://doi.org/10.1145/1093382.1093383}, year = {2005}, pages = {661--697}, number = {3}, volume = {30}, journal = {{ACM} Trans. Database Syst.}, pdf = {10.1145/1093382.1093383.pdf}, shortname = {TODS 2005} }

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   Rui Zhang, Panos Kalnis, Beng Chin Ooi, Kian-Lee Tan

   Generalized multidimensional data mapping and query processing

   TODS 2005
3. pdf

   @article{DBLP:journals/tods/JagadishOTYZ05, author = {Jagadish, H. V. and Ooi, Beng Chin and Tan, Kian{-}Lee and Yu, Cui and Zhang, Rui}, title = {iDistance: An adaptive B\({}^{\mbox{+}}\)-tree based indexing method for nearest neighbor search}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/journals/tods/JagadishOTYZ05.bib}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, doi = {10.1145/1071610.1071612}, url = {https://doi.org/10.1145/1071610.1071612}, year = {2005}, pages = {364--397}, number = {2}, volume = {30}, journal = {{ACM} Trans. Database Syst.}, pdf = {10.1145/1071610.1071612.pdf}, shortname = {TODS 2005} }

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   H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, Cui Yu, Rui Zhang

   iDistance: An adaptive B\(^\mbox+\)-tree based indexing method for nearest neighbor search

   TODS 2005

2004

1. pdf

   @inproceedings{DBLP:conf/vldb/KoudasOT004, author = {Koudas, Nick and Ooi, Beng Chin and Tan, Kian{-}Lee and Zhang, Rui}, title = {Approximate {NN} queries on Streams with Guaranteed Error/performance Bounds}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/vldb/KoudasOT004.bib}, timestamp = {Fri, 07 Jun 2019 12:44:00 +0200}, doi = {10.1016/B978-012088469-8.50071-1}, url = {http://www.vldb.org/conf/2004/RS21P3.PDF}, year = {2004}, publisher = {Morgan Kaufmann}, pages = {804--815}, booktitle = {(e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3 2004}, editor = {Nascimento, Mario A. and {\"{O}}zsu, M. Tamer and Kossmann, Donald and Miller, Ren{\'{e}}e J. and Blakeley, Jos{\'{e}} A. and Schiefer, K. Bernhard}, pdf = {10.1016/B978-012088469-8.50071-1.pdf}, shortname = {VLDB 2004} }

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   Nick Koudas, Beng Chin Ooi, Kian-Lee Tan, Rui Zhang

   Approximate NN queries on Streams with Guaranteed Error/performance Bounds

   VLDB 2004
2. pdf

   @inproceedings{DBLP:conf/icde/ZhangOT04, author = {Zhang, Rui and Ooi, Beng Chin and Tan, Kian{-}Lee}, title = {Making the Pyramid Technique Robust to Query Types and Workloads}, bibsource = {dblp computer science bibliography, https://dblp.org}, biburl = {https://dblp.org/rec/conf/icde/ZhangOT04.bib}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, doi = {10.1109/ICDE.2004.1320007}, url = {https://doi.org/10.1109/ICDE.2004.1320007}, year = {2004}, publisher = {{IEEE} Computer Society}, pages = {313--324}, booktitle = {Proceedings of the 20th International Conference on Data Engineering, {ICDE} 2004, 30 March - 2 April 2004, Boston, MA, {USA}}, editor = {{\"{O}}zsoyoglu, Z. Meral and Zdonik, Stanley B.}, pdf = {10.1109/ICDE.2004.1320007.pdf}, shortname = {ICDE 2004} }

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   Rui Zhang, Beng Chin Ooi, Kian-Lee Tan

   Making the Pyramid Technique Robust to Query Types and Workloads

   ICDE 2004