BibTeX records: Yongxin Tong

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@article{DBLP:journals/fcsc/WeiTZXGWHL25,
  author       = {Shuyue Wei and
                  Yongxin Tong and
                  Zimu Zhou and
                  Yi Xu and
                  Jingkai Gao and
                  Tongyu Wei and
                  Tianran He and
                  Weifeng Lv},
  title        = {Federated reasoning LLMs: a survey},
  journal      = {Frontiers Comput. Sci.},
  volume       = {19},
  number       = {12},
  pages        = {1912613},
  year         = {2025},
  url          = {https://doi.org/10.1007/s11704-025-50480-3},
  doi          = {10.1007/S11704-025-50480-3},
  timestamp    = {Wed, 02 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fcsc/WeiTZXGWHL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhouYWTGG25,
  author       = {Hang Zhou and
                  Wentao Yu and
                  Sheng Wan and
                  Yongxin Tong and
                  Tianlong Gu and
                  Chen Gong},
  title        = {FedTPS: traffic pattern sharing for personalized federated traffic
                  flow prediction},
  journal      = {Knowl. Inf. Syst.},
  volume       = {67},
  number       = {7},
  pages        = {5873--5899},
  year         = {2025},
  url          = {https://doi.org/10.1007/s10115-025-02393-7},
  doi          = {10.1007/S10115-025-02393-7},
  timestamp    = {Mon, 30 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/ZhouYWTGG25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuWXLT25,
  author       = {Mengyi Liu and
                  Xieyang Wang and
                  Jianqiu Xu and
                  Hua Lu and
                  Yongxin Tong},
  title        = {NALSpatial: {A} Natural Language Interface for Spatial Databases},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {37},
  number       = {4},
  pages        = {2056--2070},
  year         = {2025},
  url          = {https://doi.org/10.1109/TKDE.2025.3525587},
  doi          = {10.1109/TKDE.2025.3525587},
  timestamp    = {Tue, 08 Apr 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/LiuWXLT25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FanGCCCCFGGLLORSSTTTWWX25,
  author       = {Tao Fan and
                  Hanlin Gu and
                  Xuemei Cao and
                  Chee Seng Chan and
                  Qian Chen and
                  Yiqiang Chen and
                  Yihui Feng and
                  Yang Gu and
                  Jiaxiang Geng and
                  Bing Luo and
                  Shuoling Liu and
                  WinKent Ong and
                  Chao Ren and
                  Jiaqi Shao and
                  Chuan Sun and
                  Xiaoli Tang and
                  Hong Xi Tae and
                  Yongxin Tong and
                  Shuyue Wei and
                  Fan Wu and
                  Wei Xi and
                  Mingcong Xu and
                  He Yang and
                  Xin Yang and
                  Jiangpeng Yan and
                  Hao Yu and
                  Han Yu and
                  Teng Zhang and
                  Yifei Zhang and
                  Xiaojin Zhang and
                  Zhenzhe Zheng and
                  Lixin Fan and
                  Qiang Yang},
  title        = {Ten Challenging Problems in Federated Foundation Models},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {37},
  number       = {7},
  pages        = {4314--4337},
  year         = {2025},
  url          = {https://doi.org/10.1109/TKDE.2025.3555328},
  doi          = {10.1109/TKDE.2025.3555328},
  timestamp    = {Tue, 05 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/FanGCCCCFGGLLORSSTTTWWX25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/TongZSPFXZZCXXL25,
  author       = {Yongxin Tong and
                  Yuxiang Zeng and
                  Yang Song and
                  Xuchen Pan and
                  Zeheng Fan and
                  Chunbo Xue and
                  Zimu Zhou and
                  Xiaofei Zhang and
                  Lei Chen and
                  Yi Xu and
                  Ke Xu and
                  Weifeng Lv},
  title        = {Hu-Fu: efficient and secure spatial queries over data federation},
  journal      = {{VLDB} J.},
  volume       = {34},
  number       = {2},
  pages        = {19},
  year         = {2025},
  url          = {https://doi.org/10.1007/s00778-024-00896-3},
  doi          = {10.1007/S00778-024-00896-3},
  timestamp    = {Fri, 07 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/vldb/TongZSPFXZZCXXL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Yu0TG025,
  author       = {Wentao Yu and
                  Shuo Chen and
                  Yongxin Tong and
                  Tianlong Gu and
                  Chen Gong},
  editor       = {Toby Walsh and
                  Julie Shah and
                  Zico Kolter},
  title        = {Modeling Inter-Intra Heterogeneity for Graph Federated Learning},
  booktitle    = {AAAI-25, Sponsored by the Association for the Advancement of Artificial
                  Intelligence, February 25 - March 4, 2025, Philadelphia, PA, {USA}},
  pages        = {22236--22244},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i21.34378},
  doi          = {10.1609/AAAI.V39I21.34378},
  timestamp    = {Thu, 17 Apr 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Yu0TG025.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2024-2,
  editor       = {Makoto Onizuka and
                  Jae{-}Gil Lee and
                  Yongxin Tong and
                  Chuan Xiao and
                  Yoshiharu Ishikawa and
                  Sihem Amer{-}Yahia and
                  H. V. Jagadish and
                  Kejing Lu},
  title        = {Database Systems for Advanced Applications - 29th International Conference,
                  {DASFAA} 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14851},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-97-5779-4},
  doi          = {10.1007/978-981-97-5779-4},
  isbn         = {978-981-97-5778-7},
  timestamp    = {Wed, 29 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/2024-2.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2024-3,
  editor       = {Makoto Onizuka and
                  Jae{-}Gil Lee and
                  Yongxin Tong and
                  Chuan Xiao and
                  Yoshiharu Ishikawa and
                  Sihem Amer{-}Yahia and
                  H. V. Jagadish and
                  Kejing Lu},
  title        = {Database Systems for Advanced Applications - 29th International Conference,
                  {DASFAA} 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14852},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-97-5555-4},
  doi          = {10.1007/978-981-97-5555-4},
  isbn         = {978-981-97-5554-7},
  timestamp    = {Wed, 29 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/2024-3.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-00725,
  author       = {Dingyuan Shi and
                  Lulu Zhang and
                  Yongxin Tong and
                  Ke Xu},
  title        = {Understanding and Mitigating the High Computational Cost in Path Data
                  Diffusion},
  journal      = {CoRR},
  volume       = {abs/2502.00725},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2502.00725},
  doi          = {10.48550/ARXIV.2502.00725},
  eprinttype    = {arXiv},
  eprint       = {2502.00725},
  timestamp    = {Fri, 07 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2502-00725.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-11811,
  author       = {Qianchi Zhang and
                  Hainan Zhang and
                  Liang Pang and
                  Hongwei Zheng and
                  Yongxin Tong and
                  Zhiming Zheng},
  title        = {FineFilter: {A} Fine-grained Noise Filtering Mechanism for Retrieval-Augmented
                  Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2502.11811},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2502.11811},
  doi          = {10.48550/ARXIV.2502.11811},
  eprinttype    = {arXiv},
  eprint       = {2502.11811},
  timestamp    = {Wed, 19 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2502-11811.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-12176,
  author       = {Tao Fan and
                  Hanlin Gu and
                  Xuemei Cao and
                  Chee Seng Chan and
                  Qian Chen and
                  Yiqiang Chen and
                  Yihui Feng and
                  Yang Gu and
                  Jiaxiang Geng and
                  Bing Luo and
                  Shuoling Liu and
                  WinKent Ong and
                  Chao Ren and
                  Jiaqi Shao and
                  Chuan Sun and
                  Xiaoli Tang and
                  Hong Xi Tae and
                  Yongxin Tong and
                  Shuyue Wei and
                  Fan Wu and
                  Wei Xi and
                  Mingcong Xu and
                  He Yang and
                  Xin Yang and
                  Jiangpeng Yan and
                  Hao Yu and
                  Han Yu and
                  Teng Zhang and
                  Yifei Zhang and
                  Xiaojin Zhang and
                  Zhenzhe Zheng and
                  Lixin Fan and
                  Qiang Yang},
  title        = {Ten Challenging Problems in Federated Foundation Models},
  journal      = {CoRR},
  volume       = {abs/2502.12176},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2502.12176},
  doi          = {10.48550/ARXIV.2502.12176},
  eprinttype    = {arXiv},
  eprint       = {2502.12176},
  timestamp    = {Thu, 05 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2502-12176.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-09910,
  author       = {Yujing Wang and
                  Hainan Zhang and
                  Liang Pang and
                  Yongxin Tong and
                  Binghui Guo and
                  Hongwei Zheng and
                  Zhiming Zheng},
  title        = {Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented
                  Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2504.09910},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2504.09910},
  doi          = {10.48550/ARXIV.2504.09910},
  eprinttype    = {arXiv},
  eprint       = {2504.09910},
  timestamp    = {Wed, 21 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2504-09910.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-16668,
  author       = {Shuyue Wei and
                  Yongxin Tong and
                  Zimu Zhou and
                  Tianran He and
                  Yi Xu},
  title        = {Efficient Data Valuation Approximation in Federated Learning: {A}
                  Sampling-based Approach},
  journal      = {CoRR},
  volume       = {abs/2504.16668},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2504.16668},
  doi          = {10.48550/ARXIV.2504.16668},
  eprinttype    = {arXiv},
  eprint       = {2504.16668},
  timestamp    = {Fri, 23 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2504-16668.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-05738,
  author       = {Yiming Niu and
                  Jinliang Deng and
                  Lulu Zhang and
                  Zimu Zhou and
                  Yongxin Tong},
  title        = {Accurate and Efficient Multivariate Time Series Forecasting via Offline
                  Clustering},
  journal      = {CoRR},
  volume       = {abs/2505.05738},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.05738},
  doi          = {10.48550/ARXIV.2505.05738},
  eprinttype    = {arXiv},
  eprint       = {2505.05738},
  timestamp    = {Mon, 23 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2505-05738.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-15683,
  author       = {Zishuai Zhang and
                  Hainan Zhang and
                  Jiaying Zheng and
                  Ziwei Wang and
                  Yongxin Tong and
                  Jin Dong and
                  Zhiming Zheng},
  title        = {A Federated Splitting Framework for LLMs: Security, Efficiency, and
                  Adaptability},
  journal      = {CoRR},
  volume       = {abs/2505.15683},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.15683},
  doi          = {10.48550/ARXIV.2505.15683},
  eprinttype    = {arXiv},
  eprint       = {2505.15683},
  timestamp    = {Wed, 25 Jun 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2505-15683.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/LiuZSTZ24,
  author       = {Fengxia Liu and
                  Zhiming Zheng and
                  Yexuan Shi and
                  Yongxin Tong and
                  Yi Zhang},
  title        = {A survey on federated learning: a perspective from multi-party computation},
  journal      = {Frontiers Comput. Sci.},
  volume       = {18},
  number       = {3},
  pages        = {181336},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11704-023-3282-7},
  doi          = {10.1007/S11704-023-3282-7},
  timestamp    = {Sat, 08 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fcsc/LiuZSTZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/SunWTL24,
  author       = {Nan Sun and
                  Wei Wang and
                  Yongxin Tong and
                  Kexin Liu},
  title        = {Blockchain based federated learning for intrusion detection for Internet
                  of Things},
  journal      = {Frontiers Comput. Sci.},
  volume       = {18},
  number       = {5},
  pages        = {185328},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11704-023-3026-8},
  doi          = {10.1007/S11704-023-3026-8},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fcsc/SunWTL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhangSFCDSTATWXGPBWHSOZ24,
  author       = {Meihui Zhang and
                  Cyrus Shahabi and
                  Ju Fan and
                  Yang Cao and
                  Xiaoou Ding and
                  Divesh Srivastava and
                  Nesime Tatbul and
                  Sihem Amer{-}Yahia and
                  Yongxin Tong and
                  Yuncheng Wu and
                  Li Xiong and
                  Torsten Grust and
                  Themis Palpanas and
                  Philippe Bonnet and
                  Haixun Wang and
                  Wook{-}Shin Han and
                  Ibrahim Sabek and
                  M. Tamer {\"{O}}zsu and
                  Xiaofang Zhou},
  title        = {Front Matter},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {17},
  number       = {12},
  year         = {2024},
  url          = {https://www.vldb.org/pvldb/vol17/FrontMatterVol17No12.pdf},
  timestamp    = {Mon, 30 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/ZhangSFCDSTATWXGPBWHSOZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiZWZZT24,
  author       = {Shuyuan Li and
                  Yuxiang Zeng and
                  Yuxiang Wang and
                  Yiman Zhong and
                  Zimu Zhou and
                  Yongxin Tong},
  title        = {An Experimental Study on Federated Equi-Joins},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {36},
  number       = {9},
  pages        = {4443--4457},
  year         = {2024},
  url          = {https://doi.org/10.1109/TKDE.2024.3375028},
  doi          = {10.1109/TKDE.2024.3375028},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/LiZWZZT24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangZLZZT24,
  author       = {Yuxiang Wang and
                  Yuxiang Zeng and
                  Shuyuan Li and
                  Yuanyuan Zhang and
                  Zimu Zhou and
                  Yongxin Tong},
  title        = {Efficient and Private Federated Trajectory Matching},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {36},
  number       = {12},
  pages        = {8079--8092},
  year         = {2024},
  url          = {https://doi.org/10.1109/TKDE.2024.3424411},
  doi          = {10.1109/TKDE.2024.3424411},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/WangZLZZT24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChaiLTYF024,
  author       = {Heyan Chai and
                  Zeyu Liu and
                  Yongxin Tong and
                  Ziyi Yao and
                  Binxing Fang and
                  Qing Liao},
  title        = {Towards Task-Conflicts Momentum-Calibrated Approach for Multi-task
                  Learning},
  booktitle    = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
                  Utrecht, The Netherlands, May 13-16, 2024},
  pages        = {939--952},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDE60146.2024.00077},
  doi          = {10.1109/ICDE60146.2024.00077},
  timestamp    = {Mon, 07 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/ChaiLTYF024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Qin0TCD0F024,
  author       = {Jianyang Qin and
                  Yan Jia and
                  Yongxin Tong and
                  Heyan Chai and
                  Ye Ding and
                  Xuan Wang and
                  Binxing Fang and
                  Qing Liao},
  title        = {MUSE-Net: Disentangling Multi-Periodicity for Traffic Flow Forecasting},
  booktitle    = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
                  Utrecht, The Netherlands, May 13-16, 2024},
  pages        = {1282--1295},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDE60146.2024.00103},
  doi          = {10.1109/ICDE60146.2024.00103},
  timestamp    = {Mon, 07 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/Qin0TCD0F024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YuanQCT0Y24,
  author       = {Wei Yuan and
                  Liang Qu and
                  Lizhen Cui and
                  Yongxin Tong and
                  Xiaofang Zhou and
                  Hongzhi Yin},
  title        = {HeteFedRec: Federated Recommender Systems with Model Heterogeneity},
  booktitle    = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
                  Utrecht, The Netherlands, May 13-16, 2024},
  pages        = {1324--1337},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDE60146.2024.00109},
  doi          = {10.1109/ICDE60146.2024.00109},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/YuanQCT0Y24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouYWTG024,
  author       = {Hang Zhou and
                  Wentao Yu and
                  Sheng Wan and
                  Yongxin Tong and
                  Tianlong Gu and
                  Chen Gong},
  editor       = {Elena Baralis and
                  Kun Zhang and
                  Ernesto Damiani and
                  M{\'{e}}rouane Debbah and
                  Panos Kalnis and
                  Xindong Wu},
  title        = {Traffic Pattern Sharing for Federated Traffic Flow Prediction with
                  Personalization},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2024, Abu Dhabi,
                  United Arab Emirates, December 9-12, 2024},
  pages        = {639--648},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDM59182.2024.00071},
  doi          = {10.1109/ICDM59182.2024.00071},
  timestamp    = {Wed, 26 Feb 2025 09:33:07 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/ZhouYWTG024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShiTZ0WY24,
  author       = {Dingyuan Shi and
                  Yongxin Tong and
                  Zimu Zhou and
                  Ke Xu and
                  Zheng Wang and
                  Jieping Ye},
  title        = {Graph-constrained diffusion for End-to-End Path Planning},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=vuK8MhVtuu},
  timestamp    = {Wed, 07 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ShiTZ0WY24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Liu0ZSLT24,
  author       = {Boyi Liu and
                  Yiming Ma and
                  Zimu Zhou and
                  Yexuan Shi and
                  Shuyuan Li and
                  Yongxin Tong},
  editor       = {Ricardo Baeza{-}Yates and
                  Francesco Bonchi},
  title        = {{CASA:} Clustered Federated Learning with Asynchronous Clients},
  booktitle    = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
  pages        = {1851--1862},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3637528.3671979},
  doi          = {10.1145/3637528.3671979},
  timestamp    = {Thu, 06 Feb 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/Liu0ZSLT24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangCHWXZT24,
  author       = {Linghua Yang and
                  Wantong Chen and
                  Xiaoxi He and
                  Shuyue Wei and
                  Yi Xu and
                  Zimu Zhou and
                  Yongxin Tong},
  editor       = {Ricardo Baeza{-}Yates and
                  Francesco Bonchi},
  title        = {FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based
                  Traffic Prediction},
  booktitle    = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
  pages        = {6105--6116},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3637528.3671613},
  doi          = {10.1145/3637528.3671613},
  timestamp    = {Sun, 08 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/YangCHWXZT24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2024-1,
  editor       = {Makoto Onizuka and
                  Jae{-}Gil Lee and
                  Yongxin Tong and
                  Chuan Xiao and
                  Yoshiharu Ishikawa and
                  Sihem Amer{-}Yahia and
                  H. V. Jagadish and
                  Kejing Lu},
  title        = {Database Systems for Advanced Applications - 29th International Conference,
                  {DASFAA} 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14850},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-97-5552-3},
  doi          = {10.1007/978-981-97-5552-3},
  isbn         = {978-981-97-5551-6},
  timestamp    = {Fri, 11 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dasfaa/2024-1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2024-4,
  editor       = {Makoto Onizuka and
                  Jae{-}Gil Lee and
                  Yongxin Tong and
                  Chuan Xiao and
                  Yoshiharu Ishikawa and
                  Sihem Amer{-}Yahia and
                  H. V. Jagadish and
                  Kejing Lu},
  title        = {Database Systems for Advanced Applications - 29th International Conference,
                  {DASFAA} 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14853},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-97-5562-2},
  doi          = {10.1007/978-981-97-5562-2},
  isbn         = {978-981-97-5561-5},
  timestamp    = {Tue, 12 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/2024-4.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2024-5,
  editor       = {Makoto Onizuka and
                  Jae{-}Gil Lee and
                  Yongxin Tong and
                  Chuan Xiao and
                  Yoshiharu Ishikawa and
                  Sihem Amer{-}Yahia and
                  H. V. Jagadish and
                  Kejing Lu},
  title        = {Database Systems for Advanced Applications - 29th International Conference,
                  {DASFAA} 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14854},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-97-5569-1},
  doi          = {10.1007/978-981-97-5569-1},
  isbn         = {978-981-97-5568-4},
  timestamp    = {Fri, 03 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/2024-5.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2024-6,
  editor       = {Makoto Onizuka and
                  Jae{-}Gil Lee and
                  Yongxin Tong and
                  Chuan Xiao and
                  Yoshiharu Ishikawa and
                  Sihem Amer{-}Yahia and
                  H. V. Jagadish and
                  Kejing Lu},
  title        = {Database Systems for Advanced Applications - 29th International Conference,
                  {DASFAA} 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part {VI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14855},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-97-5572-1},
  doi          = {10.1007/978-981-97-5572-1},
  isbn         = {978-981-97-5571-4},
  timestamp    = {Wed, 11 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dasfaa/2024-6.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2024-7,
  editor       = {Makoto Onizuka and
                  Jae{-}Gil Lee and
                  Yongxin Tong and
                  Chuan Xiao and
                  Yoshiharu Ishikawa and
                  Sihem Amer{-}Yahia and
                  H. V. Jagadish and
                  Kejing Lu},
  title        = {Database Systems for Advanced Applications - 29th International Conference,
                  {DASFAA} 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part {VII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14856},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-97-5575-2},
  doi          = {10.1007/978-981-97-5575-2},
  isbn         = {978-981-97-5574-5},
  timestamp    = {Wed, 11 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dasfaa/2024-7.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-04490,
  author       = {Yan Kang and
                  Ziyao Ren and
                  Lixin Fan and
                  Linghua Yang and
                  Yongxin Tong and
                  Qiang Yang},
  title        = {Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective
                  Federated Learning},
  journal      = {CoRR},
  volume       = {abs/2404.04490},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.04490},
  doi          = {10.48550/ARXIV.2404.04490},
  eprinttype    = {arXiv},
  eprint       = {2404.04490},
  timestamp    = {Wed, 15 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-04490.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-04846,
  author       = {Ye Sun and
                  Lei Shi and
                  Yongxin Tong},
  title        = {eXpath: Explaining Knowledge Graph Link Prediction with Ontological
                  Closed Path Rules},
  journal      = {CoRR},
  volume       = {abs/2412.04846},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2412.04846},
  doi          = {10.48550/ARXIV.2412.04846},
  eprinttype    = {arXiv},
  eprint       = {2412.04846},
  timestamp    = {Tue, 14 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2412-04846.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-11402,
  author       = {Wentao Yu and
                  Shuo Chen and
                  Yongxin Tong and
                  Tianlong Gu and
                  Chen Gong},
  title        = {Modeling Inter-Intra Heterogeneity for Graph Federated Learning},
  journal      = {CoRR},
  volume       = {abs/2412.11402},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2412.11402},
  doi          = {10.48550/ARXIV.2412.11402},
  eprinttype    = {arXiv},
  eprint       = {2412.11402},
  timestamp    = {Thu, 27 Feb 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2412-11402.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/TongZZLSL0L23,
  author       = {Yongxin Tong and
                  Yuxiang Zeng and
                  Zimu Zhou and
                  Boyi Liu and
                  Yexuan Shi and
                  Shuyuan Li and
                  Ke Xu and
                  Weifeng Lv},
  title        = {Federated Computing: Query, Learning, and Beyond},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {46},
  number       = {1},
  pages        = {9--26},
  year         = {2023},
  url          = {http://sites.computer.org/debull/A23mar/p9.pdf},
  timestamp    = {Thu, 06 Feb 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/TongZZLSL0L23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsi/DuYT23,
  author       = {Xiaoyong Du and
                  Xiaochun Yang and
                  Yongxin Tong},
  title        = {Preface to the Special Issue on Theories and Technologies for Big
                  Data Governance},
  journal      = {Int. J. Softw. Informatics},
  volume       = {13},
  number       = {1},
  pages        = {1--4},
  year         = {2023},
  url          = {https://doi.org/10.21655/ijsi.1673-7288.00293},
  doi          = {10.21655/IJSI.1673-7288.00293},
  timestamp    = {Tue, 02 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijsi/DuYT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/ZengTC23,
  author       = {Yuxiang Zeng and
                  Yongxin Tong and
                  Lei Chen},
  title        = {LiteHST: {A} Tree Embedding based Method for Similarity Search},
  journal      = {Proc. {ACM} Manag. Data},
  volume       = {1},
  number       = {1},
  pages        = {35:1--35:26},
  year         = {2023},
  url          = {https://doi.org/10.1145/3588715},
  doi          = {10.1145/3588715},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pacmmod/ZengTC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShiTZZDC23,
  author       = {Yexuan Shi and
                  Yongxin Tong and
                  Yuxiang Zeng and
                  Zimu Zhou and
                  Bolin Ding and
                  Lei Chen},
  title        = {Efficient Approximate Range Aggregation Over Large-Scale Spatial Data
                  Federation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {1},
  pages        = {418--430},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2021.3084141},
  doi          = {10.1109/TKDE.2021.3084141},
  timestamp    = {Sun, 15 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/ShiTZZDC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TongSXLQT23,
  author       = {Yongxin Tong and
                  Dingyuan Shi and
                  Yi Xu and
                  Weifeng Lv and
                  Zhiwei Qin and
                  Xiaocheng Tang},
  title        = {Combinatorial Optimization Meets Reinforcement Learning: Effective
                  Taxi Order Dispatching at Large-Scale},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {10},
  pages        = {9812--9823},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2021.3127077},
  doi          = {10.1109/TKDE.2021.3127077},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/TongSXLQT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/ZhangTSZXCZXLZ23,
  author       = {Kaining Zhang and
                  Yongxin Tong and
                  Yexuan Shi and
                  Yuxiang Zeng and
                  Yi Xu and
                  Lei Chen and
                  Zimu Zhou and
                  Ke Xu and
                  Weifeng Lv and
                  Zhiming Zheng},
  editor       = {Xin Wang and
                  Maria Luisa Sapino and
                  Wook{-}Shin Han and
                  Amr El Abbadi and
                  Gill Dobbie and
                  Zhiyong Feng and
                  Yingxiao Shao and
                  Hongzhi Yin},
  title        = {Approximate k-Nearest Neighbor Query over Spatial Data Federation},
  booktitle    = {Database Systems for Advanced Applications - 28th International Conference,
                  {DASFAA} 2023, Tianjin, China, April 17-20, 2023, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13943},
  pages        = {351--368},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-30637-2\_23},
  doi          = {10.1007/978-3-031-30637-2\_23},
  timestamp    = {Tue, 03 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dasfaa/ZhangTSZXCZXLZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WeiTZLZZY23,
  author       = {Shuyue Wei and
                  Yongxin Tong and
                  Zimu Zhou and
                  Qiaoyang Liu and
                  Lulu Zhang and
                  Yuxiang Zeng and
                  Jieping Ye},
  title        = {Towards Capacity-Aware Broker Matching: From Recommendation to Assignment},
  booktitle    = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
                  Anaheim, CA, USA, April 3-7, 2023},
  pages        = {776--788},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDE55515.2023.00065},
  doi          = {10.1109/ICDE55515.2023.00065},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/WeiTZLZZY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ShiZTZX023,
  author       = {Dingyuan Shi and
                  Nan Zhou and
                  Yongxin Tong and
                  Zimu Zhou and
                  Yi Xu and
                  Ke Xu},
  title        = {Collision-Aware Route Planning in Warehouses Made Efficient: {A} Strip-based
                  Framework},
  booktitle    = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
                  Anaheim, CA, USA, April 3-7, 2023},
  pages        = {869--881},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDE55515.2023.00072},
  doi          = {10.1109/ICDE55515.2023.00072},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/ShiZTZX023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangTZZPF023,
  author       = {Yansheng Wang and
                  Yongxin Tong and
                  Zimu Zhou and
                  Ruisheng Zhang and
                  Sinno Jialin Pan and
                  Lixin Fan and
                  Qiang Yang},
  title        = {Distribution-Regularized Federated Learning on Non-IID Data},
  booktitle    = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
                  Anaheim, CA, USA, April 3-7, 2023},
  pages        = {2113--2125},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDE55515.2023.00164},
  doi          = {10.1109/ICDE55515.2023.00164},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/WangTZZPF023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZWT23,
  author       = {Wenhao Zhang and
                  Zimu Zhou and
                  Yansheng Wang and
                  Yongxin Tong},
  editor       = {Ambuj K. Singh and
                  Yizhou Sun and
                  Leman Akoglu and
                  Dimitrios Gunopulos and
                  Xifeng Yan and
                  Ravi Kumar and
                  Fatma Ozcan and
                  Jieping Ye},
  title        = {{DM-PFL:} Hitchhiking Generic Federated Learning for Efficient Shift-Robust
                  Personalization},
  booktitle    = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
  pages        = {3396--3408},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3580305.3599311},
  doi          = {10.1145/3580305.3599311},
  timestamp    = {Mon, 25 Sep 2023 08:29:22 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/ZhangZWT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenF0TCW23,
  author       = {Liyue Chen and
                  Jiangyi Fang and
                  Zhe Yu and
                  Yongxin Tong and
                  Shaosheng Cao and
                  Leye Wang},
  editor       = {Ambuj K. Singh and
                  Yizhou Sun and
                  Leman Akoglu and
                  Dimitrios Gunopulos and
                  Xifeng Yan and
                  Ravi Kumar and
                  Fatma Ozcan and
                  Jieping Ye},
  title        = {A Data-driven Region Generation Framework for Spatiotemporal Transportation
                  Service Management},
  booktitle    = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
  pages        = {3842--3854},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3580305.3599760},
  doi          = {10.1145/3580305.3599760},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/ChenF0TCW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-03024,
  author       = {Shuyue Wei and
                  Yongxin Tong and
                  Zimu Zhou and
                  Qiaoyang Liu and
                  Lulu Zhang and
                  Yuxiang Zeng and
                  Jieping Ye},
  title        = {Towards Capacity-Aware Broker Matching: From Recommendation to Assignment},
  journal      = {CoRR},
  volume       = {abs/2303.03024},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.03024},
  doi          = {10.48550/ARXIV.2303.03024},
  eprinttype    = {arXiv},
  eprint       = {2303.03024},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-03024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02806,
  author       = {Liyue Chen and
                  Jiangyi Fang and
                  Zhe Yu and
                  Yongxin Tong and
                  Shaosheng Cao and
                  Leye Wang},
  title        = {A Data-driven Region Generation Framework for Spatiotemporal Transportation
                  Service Management},
  journal      = {CoRR},
  volume       = {abs/2306.02806},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.02806},
  doi          = {10.48550/ARXIV.2306.02806},
  eprinttype    = {arXiv},
  eprint       = {2306.02806},
  timestamp    = {Tue, 13 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-02806.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-10579,
  author       = {Ziyao Ren and
                  Yan Kang and
                  Lixin Fan and
                  Linghua Yang and
                  Tao Fan and
                  Yongxin Tong and
                  Qiang Yang},
  title        = {SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning},
  journal      = {CoRR},
  volume       = {abs/2307.10579},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.10579},
  doi          = {10.48550/ARXIV.2307.10579},
  eprinttype    = {arXiv},
  eprint       = {2307.10579},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-10579.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-12810,
  author       = {Wei Yuan and
                  Liang Qu and
                  Lizhen Cui and
                  Yongxin Tong and
                  Xiaofang Zhou and
                  Hongzhi Yin},
  title        = {HeteFedRec: Federated Recommender Systems with Model Heterogeneity},
  journal      = {CoRR},
  volume       = {abs/2307.12810},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.12810},
  doi          = {10.48550/ARXIV.2307.12810},
  eprinttype    = {arXiv},
  eprint       = {2307.12810},
  timestamp    = {Mon, 26 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-12810.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12012,
  author       = {Yuxiang Wang and
                  Yuxiang Zeng and
                  Yi Xu and
                  Zimu Zhou and
                  Yongxin Tong},
  title        = {Efficient and Private Federated Trajectory Matching},
  journal      = {CoRR},
  volume       = {abs/2312.12012},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.12012},
  doi          = {10.48550/ARXIV.2312.12012},
  eprinttype    = {arXiv},
  eprint       = {2312.12012},
  timestamp    = {Tue, 03 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-12012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsi/LiJSLZTX22,
  author       = {Shuyuan Li and
                  Yudian Ji and
                  Dingyuan Shi and
                  Wangdong Liao and
                  Lipeng Zhang and
                  Yongxin Tong and
                  Ke Xu},
  title        = {A Secure Multi-party Data Federation System},
  journal      = {Int. J. Softw. Informatics},
  volume       = {12},
  number       = {1},
  pages        = {107--129},
  year         = {2022},
  url          = {https://doi.org/10.21655/ijsi.1673-7288.00273},
  doi          = {10.21655/IJSI.1673-7288.00273},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijsi/LiJSLZTX22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/TongPZSXZZCXXL22,
  author       = {Yongxin Tong and
                  Xuchen Pan and
                  Yuxiang Zeng and
                  Yexuan Shi and
                  Chunbo Xue and
                  Zimu Zhou and
                  Xiaofei Zhang and
                  Lei Chen and
                  Yi Xu and
                  Ke Xu and
                  Weifeng Lv},
  title        = {Hu-Fu: Efficient and Secure Spatial Queries over Data Federation},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {15},
  number       = {6},
  pages        = {1159--1172},
  year         = {2022},
  url          = {https://www.vldb.org/pvldb/vol15/p1159-tong.pdf},
  doi          = {10.14778/3514061.3514064},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/TongPZSXZZCXXL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/PanTXZDZSZCXXL22,
  author       = {Xuchen Pan and
                  Yongxin Tong and
                  Chunbo Xue and
                  Zimu Zhou and
                  Junping Du and
                  Yuxiang Zeng and
                  Yexuan Shi and
                  Xiaofei Zhang and
                  Lei Chen and
                  Yi Xu and
                  Ke Xu and
                  Weifeng Lv},
  title        = {Hu-Fu: {A} Data Federation System for Secure Spatial Queries},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {15},
  number       = {12},
  pages        = {3582--3585},
  year         = {2022},
  url          = {https://www.vldb.org/pvldb/vol15/p3582-tong.pdf},
  doi          = {10.14778/3554821.3554849},
  timestamp    = {Fri, 21 Feb 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/PanTXZDZSZCXXL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/YangTLSPF22,
  author       = {Qiang Yang and
                  Yongxin Tong and
                  Yang Liu and
                  Yangqiu Song and
                  Hao Peng and
                  Boi Faltings},
  title        = {Introduction to the Special Issue on the Federated Learning: Algorithms,
                  Systems, and Applications: Part 1},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {13},
  number       = {4},
  pages        = {52:1--52:3},
  year         = {2022},
  url          = {https://doi.org/10.1145/3514223},
  doi          = {10.1145/3514223},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/YangTLSPF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/YangTLSPF22a,
  author       = {Qiang Yang and
                  Yongxin Tong and
                  Yang Liu and
                  Yangqiu Song and
                  Hao Peng and
                  Boi Faltings},
  title        = {Preface to Federated Learning: Algorithms, Systems, and Applications:
                  Part 2},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {13},
  number       = {5},
  pages        = {69:1--69:2},
  year         = {2022},
  url          = {https://doi.org/10.1145/3536420},
  doi          = {10.1145/3536420},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/YangTLSPF22a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuTHZLX22,
  author       = {Hao Liu and
                  Yongxin Tong and
                  Jindong Han and
                  Panpan Zhang and
                  Xinjiang Lu and
                  Hui Xiong},
  title        = {Incorporating Multi-Source Urban Data for Personalized and Context-Aware
                  Multi-Modal Transportation Recommendation},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {2},
  pages        = {723--735},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2020.2985954},
  doi          = {10.1109/TKDE.2020.2985954},
  timestamp    = {Tue, 08 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/LiuTHZLX22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XuTSTXL22,
  author       = {Yi Xu and
                  Yongxin Tong and
                  Yexuan Shi and
                  Qian Tao and
                  Ke Xu and
                  Wei Li},
  title        = {An Efficient Insertion Operator in Dynamic Ridesharing Services},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {8},
  pages        = {3583--3596},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2020.3027200},
  doi          = {10.1109/TKDE.2020.3027200},
  timestamp    = {Tue, 03 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/XuTSTXL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/TongZZCX22,
  author       = {Yongxin Tong and
                  Yuxiang Zeng and
                  Zimu Zhou and
                  Lei Chen and
                  Ke Xu},
  title        = {Unified Route Planning for Shared Mobility: An Insertion-based Framework},
  journal      = {{ACM} Trans. Database Syst.},
  volume       = {47},
  number       = {1},
  pages        = {2:1--2:48},
  year         = {2022},
  url          = {https://doi.org/10.1145/3488723},
  doi          = {10.1145/3488723},
  timestamp    = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tods/TongZZCX22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/ZhangWZRTX22,
  author       = {Ruisheng Zhang and
                  Yansheng Wang and
                  Zimu Zhou and
                  Ziyao Ren and
                  Yongxin Tong and
                  Ke Xu},
  editor       = {Arnab Bhattacharya and
                  Janice Lee and
                  Mong Li and
                  Divyakant Agrawal and
                  P. Krishna Reddy and
                  Mukesh K. Mohania and
                  Anirban Mondal and
                  Vikram Goyal and
                  Rage Uday Kiran},
  title        = {Data Source Selection in Federated Learning: {A} Submodular Optimization
                  Approach},
  booktitle    = {Database Systems for Advanced Applications - 27th International Conference,
                  {DASFAA} 2022, Virtual Event, April 11-14, 2022, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13246},
  pages        = {606--614},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-00126-0\_43},
  doi          = {10.1007/978-3-031-00126-0\_43},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dasfaa/ZhangWZRTX22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ShiTZZDC22,
  author       = {Yexuan Shi and
                  Yongxin Tong and
                  Yuxiang Zeng and
                  Zimu Zhou and
                  Bolin Ding and
                  Lei Chen},
  title        = {Efficient Approximate Range Aggregation over Large-scale Spatial Data
                  Federation (Extended Abstract)},
  booktitle    = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
                  Kuala Lumpur, Malaysia, May 9-12, 2022},
  pages        = {1559--1560},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICDE53745.2022.00156},
  doi          = {10.1109/ICDE53745.2022.00156},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/ShiTZZDC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ShiTZXTL22,
  author       = {Dingyuan Shi and
                  Yongxin Tong and
                  Zimu Zhou and
                  Ke Xu and
                  Wenzhe Tan and
                  Hongbo Li},
  title        = {Adaptive Task Planning for Large-Scale Robotized Warehouses},
  booktitle    = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
                  Kuala Lumpur, Malaysia, May 9-12, 2022},
  pages        = {3327--3339},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICDE53745.2022.00314},
  doi          = {10.1109/ICDE53745.2022.00314},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/ShiTZXTL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/QuZTT22,
  author       = {Zhongnan Qu and
                  Zimu Zhou and
                  Yongxin Tong and
                  Lothar Thiele},
  editor       = {Aidong Zhang and
                  Huzefa Rangwala},
  title        = {p-Meta: Towards On-device Deep Model Adaptation},
  booktitle    = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
  pages        = {1441--1451},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3534678.3539293},
  doi          = {10.1145/3534678.3539293},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/QuZTT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangTZRXWL22,
  author       = {Yansheng Wang and
                  Yongxin Tong and
                  Zimu Zhou and
                  Ziyao Ren and
                  Yi Xu and
                  Guobin Wu and
                  Weifeng Lv},
  editor       = {Aidong Zhang and
                  Huzefa Rangwala},
  title        = {Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning
                  to Dispatch},
  booktitle    = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
  pages        = {4079--4089},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3534678.3539047},
  doi          = {10.1145/3534678.3539047},
  timestamp    = {Mon, 10 Feb 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/WangTZRXWL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZengT022,
  author       = {Yuxiang Zeng and
                  Yongxin Tong and
                  Lei Chen},
  editor       = {Zachary G. Ives and
                  Angela Bonifati and
                  Amr El Abbadi},
  title        = {Faster and Better Solution to Embed Lp Metrics by Tree Metrics},
  booktitle    = {{SIGMOD} '22: International Conference on Management of Data, Philadelphia,
                  PA, USA, June 12 - 17, 2022},
  pages        = {2135--2148},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3514221.3517831},
  doi          = {10.1145/3514221.3517831},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/ZengT022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00831,
  author       = {Dingyuan Shi and
                  Yongxin Tong and
                  Zimu Zhou and
                  Ke Xu and
                  Wenzhe Tan and
                  Hongbo Li},
  title        = {Adaptive Task Planning for Large-Scale Robotized Warehouses},
  journal      = {CoRR},
  volume       = {abs/2205.00831},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.00831},
  doi          = {10.48550/ARXIV.2205.00831},
  eprinttype    = {arXiv},
  eprint       = {2205.00831},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-00831.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12705,
  author       = {Zhongnan Qu and
                  Zimu Zhou and
                  Yongxin Tong and
                  Lothar Thiele},
  title        = {p-Meta: Towards On-device Deep Model Adaptation},
  journal      = {CoRR},
  volume       = {abs/2206.12705},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.12705},
  doi          = {10.48550/ARXIV.2206.12705},
  eprinttype    = {arXiv},
  eprint       = {2206.12705},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-12705.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ShiTSJZZ21,
  author       = {Yexuan Shi and
                  Yongxin Tong and
                  Zhiyang Su and
                  Di Jiang and
                  Zimu Zhou and
                  Wenbin Zhang},
  title        = {Federated Topic Discovery: {A} Semantic Consistent Approach},
  journal      = {{IEEE} Intell. Syst.},
  volume       = {36},
  number       = {5},
  pages        = {96--103},
  year         = {2021},
  url          = {https://doi.org/10.1109/MIS.2020.3033459},
  doi          = {10.1109/MIS.2020.3033459},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/expert/ShiTSJZZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsi/ChenWTG21,
  author       = {Lei Chen and
                  Hongzhi Wang and
                  Yongxin Tong and
                  Hong Gao},
  title        = {Preface to the Special Issue on Data Management and Analysis Technique
                  Supporting {AI}},
  journal      = {Int. J. Softw. Informatics},
  volume       = {11},
  number       = {1},
  pages        = {1--4},
  year         = {2021},
  url          = {https://doi.org/10.21655/ijsi.1673-7288.00244},
  doi          = {10.21655/IJSI.1673-7288.00244},
  timestamp    = {Mon, 14 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijsi/ChenWTG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/JiangTSWZPLXY21,
  author       = {Di Jiang and
                  Yongxin Tong and
                  Yuanfeng Song and
                  Xueyang Wu and
                  Weiwei Zhao and
                  Jinhua Peng and
                  Rongzhong Lian and
                  Qian Xu and
                  Qiang Yang},
  title        = {Industrial Federated Topic Modeling},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {12},
  number       = {1},
  pages        = {2:1--2:22},
  year         = {2021},
  url          = {https://doi.org/10.1145/3418283},
  doi          = {10.1145/3418283},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/JiangTSWZPLXY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/JiangTPCWZSTLXY21,
  author       = {Di Jiang and
                  Conghui Tan and
                  Jinhua Peng and
                  Chaotao Chen and
                  Xueyang Wu and
                  Weiwei Zhao and
                  Yuanfeng Song and
                  Yongxin Tong and
                  Chang Liu and
                  Qian Xu and
                  Qiang Yang and
                  Li Deng},
  title        = {A GDPR-compliant Ecosystem for Speech Recognition with Transfer, Federated,
                  and Evolutionary Learning},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {12},
  number       = {3},
  pages        = {30:1--30:19},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447687},
  doi          = {10.1145/3447687},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/JiangTPCWZSTLXY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TongZDWC21,
  author       = {Yongxin Tong and
                  Yuxiang Zeng and
                  Bolin Ding and
                  Libin Wang and
                  Lei Chen},
  title        = {Two-Sided Online Micro-Task Assignment in Spatial Crowdsourcing},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {33},
  number       = {5},
  pages        = {2295--2309},
  year         = {2021},
  url          = {https://doi.org/10.1109/TKDE.2019.2948863},
  doi          = {10.1109/TKDE.2019.2948863},
  timestamp    = {Mon, 13 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/TongZDWC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/Yu00T21,
  author       = {Mengze Yu and
                  Wei Wang and
                  Jing Zhou and
                  Yongxin Tong},
  title        = {Adaptive Backstepping based Secure Control for P-normal Form of Second-Order
                  Nonlinear Systems Against Deception Attacks},
  booktitle    = {2021 60th {IEEE} Conference on Decision and Control (CDC), Austin,
                  TX, USA, December 14-17, 2021},
  pages        = {1802--1807},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/CDC45484.2021.9683733},
  doi          = {10.1109/CDC45484.2021.9683733},
  timestamp    = {Sat, 31 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cdc/Yu00T21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GaoHZTT21,
  author       = {Dawei Gao and
                  Xiaoxi He and
                  Zimu Zhou and
                  Yongxin Tong and
                  Lothar Thiele},
  editor       = {Gianluca Demartini and
                  Guido Zuccon and
                  J. Shane Culpepper and
                  Zi Huang and
                  Hanghang Tong},
  title        = {Pruning Meta-Trained Networks for On-Device Adaptation},
  booktitle    = {{CIKM} '21: The 30th {ACM} International Conference on Information
                  and Knowledge Management, Virtual Event, Queensland, Australia, November
                  1 - 5, 2021},
  pages        = {514--523},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3459637.3482378},
  doi          = {10.1145/3459637.3482378},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/GaoHZTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZengTC21,
  author       = {Yuxiang Zeng and
                  Yongxin Tong and
                  Lei Chen},
  title        = {{HST+:} An Efficient Index for Embedding Arbitrary Metric Spaces},
  booktitle    = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
                  Chania, Greece, April 19-22, 2021},
  pages        = {648--659},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICDE51399.2021.00062},
  doi          = {10.1109/ICDE51399.2021.00062},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/ZengTC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangTS021,
  author       = {Yansheng Wang and
                  Yongxin Tong and
                  Dingyuan Shi and
                  Ke Xu},
  title        = {An Efficient Approach for Cross-Silo Federated Learning to Rank},
  booktitle    = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021,
                  Chania, Greece, April 19-22, 2021},
  pages        = {1128--1139},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICDE51399.2021.00102},
  doi          = {10.1109/ICDE51399.2021.00102},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/WangTS021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HeGZTT21,
  author       = {Xiaoxi He and
                  Dawei Gao and
                  Zimu Zhou and
                  Yongxin Tong and
                  Lothar Thiele},
  editor       = {Feida Zhu and
                  Beng Chin Ooi and
                  Chunyan Miao},
  title        = {Pruning-Aware Merging for Efficient Multitask Inference},
  booktitle    = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  pages        = {585--595},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447548.3467271},
  doi          = {10.1145/3447548.3467271},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/HeGZTT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShiTZSLY21,
  author       = {Dingyuan Shi and
                  Yongxin Tong and
                  Zimu Zhou and
                  Bingchen Song and
                  Weifeng Lv and
                  Qiang Yang},
  editor       = {Feida Zhu and
                  Beng Chin Ooi and
                  Chunyan Miao},
  title        = {Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride
                  Hailing},
  booktitle    = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  pages        = {3549--3557},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447548.3467085},
  doi          = {10.1145/3447548.3467085},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/ShiTZSLY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangZQWSSTZY21,
  author       = {Xiaocheng Tang and
                  Fan Zhang and
                  Zhiwei (Tony) Qin and
                  Yansheng Wang and
                  Dingyuan Shi and
                  Bingchen Song and
                  Yongxin Tong and
                  Hongtu Zhu and
                  Jieping Ye},
  editor       = {Feida Zhu and
                  Beng Chin Ooi and
                  Chunyan Miao},
  title        = {Value Function is All You Need: {A} Unified Learning Framework for
                  Ride Hailing Platforms},
  booktitle    = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  pages        = {3605--3615},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447548.3467096},
  doi          = {10.1145/3447548.3467096},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/TangZQWSSTZY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/TaoTLZZ021,
  author       = {Qian Tao and
                  Yongxin Tong and
                  Shuyuan Li and
                  Yuxiang Zeng and
                  Zimu Zhou and
                  Ke Xu},
  title        = {A Differentially Private Task Planning Framework for Spatial Crowdsourcing},
  booktitle    = {22nd {IEEE} International Conference on Mobile Data Management, {MDM}
                  2021, Toronto, ON, Canada, June 15-18, 2021},
  pages        = {9--18},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/MDM52706.2021.00015},
  doi          = {10.1109/MDM52706.2021.00015},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mdm/TaoTLZZ021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/ChengW0ZT21,
  author       = {Hao Cheng and
                  Shuyue Wei and
                  Lingyu Zhang and
                  Zimu Zhou and
                  Yongxin Tong},
  title        = {Engaging Drivers in Ride Hailing via Competition: {A} Case Study with
                  Arena},
  booktitle    = {22nd {IEEE} International Conference on Mobile Data Management, {MDM}
                  2021, Toronto, ON, Canada, June 15-18, 2021},
  pages        = {19--28},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/MDM52706.2021.00016},
  doi          = {10.1109/MDM52706.2021.00016},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mdm/ChengW0ZT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangLTZX21,
  author       = {Kaixin Wang and
                  Cheng Long and
                  Yongxin Tong and
                  Jie Zhang and
                  Yi Xu},
  editor       = {Carlotta Demeniconi and
                  Ian Davidson},
  title        = {Adaptive Holding for Online Bottleneck Matching with Delays},
  booktitle    = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
                  {SDM} 2021, Virtual Event, April 29 - May 1, 2021},
  pages        = {235--243},
  publisher    = {{SIAM}},
  year         = {2021},
  url          = {https://doi.org/10.1137/1.9781611976700.27},
  doi          = {10.1137/1.9781611976700.27},
  timestamp    = {Thu, 24 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/WangLTZX21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08791,
  author       = {Xiaocheng Tang and
                  Fan Zhang and
                  Zhiwei (Tony) Qin and
                  Yansheng Wang and
                  Dingyuan Shi and
                  Bingchen Song and
                  Yongxin Tong and
                  Hongtu Zhu and
                  Jieping Ye},
  title        = {Value Function is All You Need: {A} Unified Learning Framework for
                  Ride Hailing Platforms},
  journal      = {CoRR},
  volume       = {abs/2105.08791},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.08791},
  eprinttype    = {arXiv},
  eprint       = {2105.08791},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-08791.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/TongWS20,
  author       = {Yongxin Tong and
                  Yansheng Wang and
                  Dingyuan Shi},
  title        = {Federated Learning in the Lens of Crowdsourcing},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {43},
  number       = {3},
  pages        = {26--36},
  year         = {2020},
  url          = {http://sites.computer.org/debull/A20sept/p26.pdf},
  timestamp    = {Thu, 03 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/debu/TongWS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/SongXLLT20,
  author       = {Tianshu Song and
                  Ke Xu and
                  Jiangneng Li and
                  Yiming Li and
                  Yongxin Tong},
  title        = {Multi-skill aware task assignment in real-time spatial crowdsourcing},
  journal      = {GeoInformatica},
  volume       = {24},
  number       = {1},
  pages        = {153--173},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10707-019-00351-4},
  doi          = {10.1007/S10707-019-00351-4},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/geoinformatica/SongXLLT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/LiFZMTZ20,
  author       = {Yiming Li and
                  Jingzhi Fang and
                  Yuxiang Zeng and
                  Balz Maag and
                  Yongxin Tong and
                  Lingyu Zhang},
  title        = {Two-sided online bipartite matching in spatial data: experiments and
                  analysis},
  journal      = {GeoInformatica},
  volume       = {24},
  number       = {1},
  pages        = {175--198},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10707-019-00359-w},
  doi          = {10.1007/S10707-019-00359-W},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/geoinformatica/LiFZMTZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZengTSC20,
  author       = {Yuxiang Zeng and
                  Yongxin Tong and
                  Yuguang Song and
                  Lei Chen},
  title        = {The Simpler The Better: An Indexing Approach for Shared-Route Planning
                  Queries},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {13},
  number       = {13},
  pages        = {3517--3530},
  year         = {2020},
  url          = {http://www.vldb.org/pvldb/vol13/p3517-zeng.pdf},
  doi          = {10.14778/3424573.3424574},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/ZengTSC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangCJZT20,
  author       = {Chen Jason Zhang and
                  Lei Chen and
                  H. V. Jagadish and
                  Mengchen Zhang and
                  Yongxin Tong},
  title        = {Reducing Uncertainty of Schema Matching via Crowdsourcing with Accuracy
                  Rates},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {32},
  number       = {1},
  pages        = {135--151},
  year         = {2020},
  url          = {https://doi.org/10.1109/TKDE.2018.2881185},
  doi          = {10.1109/TKDE.2018.2881185},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/ZhangCJZT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/TongZZCS20,
  author       = {Yongxin Tong and
                  Zimu Zhou and
                  Yuxiang Zeng and
                  Lei Chen and
                  Cyrus Shahabi},
  title        = {Spatial crowdsourcing: a survey},
  journal      = {{VLDB} J.},
  volume       = {29},
  number       = {1},
  pages        = {217--250},
  year         = {2020},
  url          = {https://doi.org/10.1007/s00778-019-00568-7},
  doi          = {10.1007/S00778-019-00568-7},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/vldb/TongZZCS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangTS20,
  author       = {Yansheng Wang and
                  Yongxin Tong and
                  Dingyuan Shi},
  title        = {Federated Latent Dirichlet Allocation: {A} Local Differential Privacy
                  Based Framework},
  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},
  pages        = {6283--6290},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i04.6096},
  doi          = {10.1609/AAAI.V34I04.6096},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/WangTS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/TanJMPTZCLSX20,
  author       = {Conghui Tan and
                  Di Jiang and
                  Huaxiao Mo and
                  Jinhua Peng and
                  Yongxin Tong and
                  Weiwei Zhao and
                  Chaotao Chen and
                  Rongzhong Lian and
                  Yuanfeng Song and
                  Qian Xu},
  editor       = {Yunmook Nah and
                  Bin Cui and
                  Sang{-}Won Lee and
                  Jeffrey Xu Yu and
                  Yang{-}Sae Moon and
                  Steven Euijong Whang},
  title        = {Federated Acoustic Model Optimization for Automatic Speech Recognition},
  booktitle    = {Database Systems for Advanced Applications - 25th International Conference,
                  {DASFAA} 2020, Jeju, South Korea, September 24-27, 2020, Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12114},
  pages        = {771--774},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59419-0\_54},
  doi          = {10.1007/978-3-030-59419-0\_54},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dasfaa/TanJMPTZCLSX20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TaoTZSC020,
  author       = {Qian Tao and
                  Yongxin Tong and
                  Zimu Zhou and
                  Yexuan Shi and
                  Lei Chen and
                  Ke Xu},
  title        = {Differentially Private Online Task Assignment in Spatial Crowdsourcing:
                  {A} Tree-based Approach},
  booktitle    = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
                  Dallas, TX, USA, April 20-24, 2020},
  pages        = {517--528},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICDE48307.2020.00051},
  doi          = {10.1109/ICDE48307.2020.00051},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/TaoTZSC020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SongTBJWW20,
  author       = {Yuanfeng Song and
                  Yongxin Tong and
                  Siqi Bao and
                  Di Jiang and
                  Hua Wu and
                  Raymond Chi{-}Wing Wong},
  editor       = {Claudia Plant and
                  Haixun Wang and
                  Alfredo Cuzzocrea and
                  Carlo Zaniolo and
                  Xindong Wu},
  title        = {TopicOcean: An Ever-Increasing Topic Model With Meta-learning},
  booktitle    = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
                  Sorrento, Italy, November 17-20, 2020},
  pages        = {1262--1267},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICDM50108.2020.00161},
  doi          = {10.1109/ICDM50108.2020.00161},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/SongTBJWW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaoHZT0T20,
  author       = {Dawei Gao and
                  Xiaoxi He and
                  Zimu Zhou and
                  Yongxin Tong and
                  Ke Xu and
                  Lothar Thiele},
  editor       = {Rajesh Gupta and
                  Yan Liu and
                  Jiliang Tang and
                  B. Aditya Prakash},
  title        = {Rethinking Pruning for Accelerating Deep Inference At the Edge},
  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
  pages        = {155--164},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3394486.3403058},
  doi          = {10.1145/3394486.3403058},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/GaoHZT0T20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/WeiTZS20,
  author       = {Shuyue Wei and
                  Yongxin Tong and
                  Zimu Zhou and
                  Tianshu Song},
  editor       = {Qiang Yang and
                  Lixin Fan and
                  Han Yu},
  title        = {Efficient and Fair Data Valuation for Horizontal Federated Learning},
  booktitle    = {Federated Learning - Privacy and Incentive},
  series       = {Lecture Notes in Computer Science},
  volume       = {12500},
  pages        = {139--152},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-63076-8\_10},
  doi          = {10.1007/978-3-030-63076-8\_10},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/WeiTZS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/WangSTZZXT019,
  author       = {Yansheng Wang and
                  Tianshu Song and
                  Qian Tao and
                  Yuxiang Zeng and
                  Zimu Zhou and
                  Yi Xu and
                  Yongxin Tong and
                  Lei Chen},
  title        = {Interaction Management in Crowdsourcing},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {42},
  number       = {4},
  pages        = {23--34},
  year         = {2019},
  url          = {http://sites.computer.org/debull/A19dec/p23.pdf},
  timestamp    = {Tue, 03 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/debu/WangSTZZXT019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZengTC19,
  author       = {Yuxiang Zeng and
                  Yongxin Tong and
                  Lei Chen},
  title        = {Last-Mile Delivery Made Practical: An Efficient Route Planning Framework
                  with Theoretical Guarantees},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {13},
  number       = {3},
  pages        = {320--333},
  year         = {2019},
  url          = {http://www.vldb.org/pvldb/vol13/p320-zeng.pdf},
  doi          = {10.14778/3368289.3368297},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/ZengTC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/YangLCT19,
  author       = {Qiang Yang and
                  Yang Liu and
                  Tianjian Chen and
                  Yongxin Tong},
  title        = {Federated Machine Learning: Concept and Applications},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {10},
  number       = {2},
  pages        = {12:1--12:19},
  year         = {2019},
  url          = {https://doi.org/10.1145/3298981},
  doi          = {10.1145/3298981},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/YangLCT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuSCDSSTT19,
  author       = {Pan Xu and
                  Yexuan Shi and
                  Hao Cheng and
                  John P. Dickerson and
                  Karthik Abinav Sankararaman and
                  Aravind Srinivasan and
                  Yongxin Tong and
                  Leonidas Tsepenekas},
  title        = {A Unified Approach to Online Matching with Conflict-Aware Constraints},
  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},
  pages        = {2221--2228},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33012221},
  doi          = {10.1609/AAAI.V33I01.33012221},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XuSCDSSTT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoXSTZZ19,
  author       = {Boming Zhao and
                  Pan Xu and
                  Yexuan Shi and
                  Yongxin Tong and
                  Zimu Zhou and
                  Yuxiang Zeng},
  title        = {Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An
                  Online Stable Matching Approach},
  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},
  pages        = {2245--2252},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33012245},
  doi          = {10.1609/AAAI.V33I01.33012245},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhaoXSTZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/SongTW19,
  author       = {Tianshu Song and
                  Yongxin Tong and
                  Shuyue Wei},
  editor       = {Chaitanya K. Baru and
                  Jun Huan and
                  Latifur Khan and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yuanyuan Tian and
                  Roger S. Barga and
                  Carlo Zaniolo and
                  Kisung Lee and
                  Yanfang (Fanny) Ye},
  title        = {Profit Allocation for Federated Learning},
  booktitle    = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
                  Los Angeles, CA, USA, December 9-12, 2019},
  pages        = {2577--2586},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigData47090.2019.9006327},
  doi          = {10.1109/BIGDATA47090.2019.9006327},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/SongTW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangSTZLAZW0Y19,
  author       = {Lingyu Zhang and
                  Tianshu Song and
                  Yongxin Tong and
                  Zimu Zhou and
                  Dan Li and
                  Wei Ai and
                  Lulu Zhang and
                  Guobin Wu and
                  Yan Liu and
                  Jieping Ye},
  editor       = {Wenwu Zhu and
                  Dacheng Tao and
                  Xueqi Cheng and
                  Peng Cui and
                  Elke A. Rundensteiner and
                  David Carmel and
                  Qi He and
                  Jeffrey Xu Yu},
  title        = {Recommendation-based Team Formation for On-demand Taxi-calling Platforms},
  booktitle    = {Proceedings of the 28th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
                  2019},
  pages        = {59--68},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3357384.3357869},
  doi          = {10.1145/3357384.3357869},
  timestamp    = {Mon, 10 Feb 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/ZhangSTZLAZW0Y19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/JiangSTWZXY19,
  author       = {Di Jiang and
                  Yuanfeng Song and
                  Yongxin Tong and
                  Xueyang Wu and
                  Weiwei Zhao and
                  Qian Xu and
                  Qiang Yang},
  editor       = {Wenwu Zhu and
                  Dacheng Tao and
                  Xueqi Cheng and
                  Peng Cui and
                  Elke A. Rundensteiner and
                  David Carmel and
                  Qi He and
                  Jeffrey Xu Yu},
  title        = {Federated Topic Modeling},
  booktitle    = {Proceedings of the 28th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
                  2019},
  pages        = {1071--1080},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3357384.3357909},
  doi          = {10.1145/3357384.3357909},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/JiangSTWZXY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/XuTST0L19,
  author       = {Yi Xu and
                  Yongxin Tong and
                  Yexuan Shi and
                  Qian Tao and
                  Ke Xu and
                  Wei Li},
  title        = {An Efficient Insertion Operator in Dynamic Ridesharing Services},
  booktitle    = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
                  Macao, China, April 8-11, 2019},
  pages        = {1022--1033},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICDE.2019.00095},
  doi          = {10.1109/ICDE.2019.00095},
  timestamp    = {Tue, 03 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/XuTST0L19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangTLXXL19,
  author       = {Yansheng Wang and
                  Yongxin Tong and
                  Cheng Long and
                  Pan Xu and
                  Ke Xu and
                  Weifeng Lv},
  title        = {Adaptive Dynamic Bipartite Graph Matching: {A} Reinforcement Learning
                  Approach},
  booktitle    = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
                  Macao, China, April 8-11, 2019},
  pages        = {1478--1489},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICDE.2019.00133},
  doi          = {10.1109/ICDE.2019.00133},
  timestamp    = {Tue, 22 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/WangTLXXL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangTHCL19,
  author       = {Libin Wang and
                  Yongxin Tong and
                  Chunming Hu and
                  Lei Chen and
                  Yiming Li},
  title        = {Procrastination-Aware Scheduling: {A} Bipartite Graph Perspective},
  booktitle    = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
                  Macao, China, April 8-11, 2019},
  pages        = {1650--1653},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICDE.2019.00164},
  doi          = {10.1109/ICDE.2019.00164},
  timestamp    = {Mon, 13 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/WangTHCL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Tong0ZJSL19,
  author       = {Yongxin Tong and
                  Lei Chen and
                  Zimu Zhou and
                  H. V. Jagadish and
                  Lidan Shou and
                  Weifeng Lv},
  title        = {{SLADE:} {A} Smart Large-Scale Task Decomposer in Crowdsourcing},
  booktitle    = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
                  Macao, China, April 8-11, 2019},
  pages        = {2133--2134},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICDE.2019.00261},
  doi          = {10.1109/ICDE.2019.00261},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/Tong0ZJSL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuTZLDX19,
  author       = {Hao Liu and
                  Yongxin Tong and
                  Panpan Zhang and
                  Xinjiang Lu and
                  Jianguo Duan and
                  Hui Xiong},
  editor       = {Ankur Teredesai and
                  Vipin Kumar and
                  Ying Li and
                  R{\'{o}}mer Rosales and
                  Evimaria Terzi and
                  George Karypis},
  title        = {Hydra: {A} Personalized and Context-Aware Multi-Modal Transportation
                  Recommendation System},
  booktitle    = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
                  USA, August 4-8, 2019},
  pages        = {2314--2324},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3292500.3330660},
  doi          = {10.1145/3292500.3330660},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/LiuTZLDX19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2019-1,
  editor       = {Guoliang Li and
                  Jun Yang and
                  Jo{\~{a}}o Gama and
                  Juggapong Natwichai and
                  Yongxin Tong},
  title        = {Database Systems for Advanced Applications - 24th International Conference,
                  {DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11446},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-18576-3},
  doi          = {10.1007/978-3-030-18576-3},
  isbn         = {978-3-030-18575-6},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/2019-1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2019-2,
  editor       = {Guoliang Li and
                  Jun Yang and
                  Jo{\~{a}}o Gama and
                  Juggapong Natwichai and
                  Yongxin Tong},
  title        = {Database Systems for Advanced Applications - 24th International Conference,
                  {DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11447},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-18579-4},
  doi          = {10.1007/978-3-030-18579-4},
  isbn         = {978-3-030-18578-7},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/2019-2.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2019w,
  editor       = {Guoliang Li and
                  Jun Yang and
                  Jo{\~{a}}o Gama and
                  Juggapong Natwichai and
                  Yongxin Tong},
  title        = {Database Systems for Advanced Applications - 24th International Conference,
                  {DASFAA} 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings,
                  Part III, and {DASFAA} 2019 International Workshops: BDMS, BDQM, and
                  GDMA, Chiang Mai, Thailand, April 22-25, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11448},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-18590-9},
  doi          = {10.1007/978-3-030-18590-9},
  isbn         = {978-3-030-18589-3},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/2019w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04885,
  author       = {Qiang Yang and
                  Yang Liu and
                  Tianjian Chen and
                  Yongxin Tong},
  title        = {Federated Machine Learning: Concept and Applications},
  journal      = {CoRR},
  volume       = {abs/1902.04885},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.04885},
  eprinttype    = {arXiv},
  eprint       = {1902.04885},
  timestamp    = {Thu, 27 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-04885.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09676,
  author       = {Xiaoxi He and
                  Dawei Gao and
                  Zimu Zhou and
                  Yongxin Tong and
                  Lothar Thiele},
  title        = {Disentangling Redundancy for Multi-Task Pruning},
  journal      = {CoRR},
  volume       = {abs/1905.09676},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.09676},
  eprinttype    = {arXiv},
  eprint       = {1905.09676},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-09676.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/TongZZCYX18,
  author       = {Yongxin Tong and
                  Yuxiang Zeng and
                  Zimu Zhou and
                  Lei Chen and
                  Jieping Ye and
                  Ke Xu},
  title        = {A Unified Approach to Route Planning for Shared Mobility},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {11},
  number       = {11},
  pages        = {1633--1646},
  year         = {2018},
  url          = {http://www.vldb.org/pvldb/vol11/p1633-tong.pdf},
  doi          = {10.14778/3236187.3236211},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/TongZZCYX18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigspatial/TongZ18,
  author       = {Yongxin Tong and
                  Zimu Zhou},
  title        = {Dynamic task assignment in spatial crowdsourcing},
  journal      = {{ACM} {SIGSPATIAL} Special},
  volume       = {10},
  number       = {2},
  pages        = {18--25},
  year         = {2018},
  url          = {https://doi.org/10.1145/3292390.3292395},
  doi          = {10.1145/3292390.3292395},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigspatial/TongZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TongCZJSL18,
  author       = {Yongxin Tong and
                  Lei Chen and
                  Zimu Zhou and
                  H. V. Jagadish and
                  Lidan Shou and
                  Weifeng Lv},
  title        = {{SLADE:} {A} Smart Large-Scale Task Decomposer in Crowdsourcing},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {30},
  number       = {8},
  pages        = {1588--1601},
  year         = {2018},
  url          = {https://doi.org/10.1109/TKDE.2018.2797962},
  doi          = {10.1109/TKDE.2018.2797962},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/TongCZJSL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/TaoZZTC018,
  author       = {Qian Tao and
                  Yuxiang Zeng and
                  Zimu Zhou and
                  Yongxin Tong and
                  Lei Chen and
                  Ke Xu},
  editor       = {Jian Pei and
                  Yannis Manolopoulos and
                  Shazia Sadiq and
                  Jianxin Li},
  title        = {Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing},
  booktitle    = {Database Systems for Advanced Applications - 23rd International Conference,
                  {DASFAA} 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10828},
  pages        = {301--317},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-91458-9\_18},
  doi          = {10.1007/978-3-319-91458-9\_18},
  timestamp    = {Fri, 28 Feb 2025 17:23:41 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/TaoZZTC018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZengTCZ18,
  author       = {Yuxiang Zeng and
                  Yongxin Tong and
                  Lei Chen and
                  Zimu Zhou},
  title        = {Latency-Oriented Task Completion via Spatial Crowdsourcing},
  booktitle    = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
                  Paris, France, April 16-19, 2018},
  pages        = {317--328},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICDE.2018.00037},
  doi          = {10.1109/ICDE.2018.00037},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/ZengTCZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiuCT18,
  author       = {Zheng Liu and
                  Lei Chen and
                  Yongxin Tong},
  title        = {Realtime Traffic Speed Estimation with Sparse Crowdsourced Data},
  booktitle    = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018,
                  Paris, France, April 16-19, 2018},
  pages        = {329--340},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICDE.2018.00038},
  doi          = {10.1109/ICDE.2018.00038},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/LiuCT18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DuTZTZ18,
  author       = {Bowen Du and
                  Yongxin Tong and
                  Zimu Zhou and
                  Qian Tao and
                  Wenjun Zhou},
  editor       = {Yike Guo and
                  Faisal Farooq},
  title        = {Demand-Aware Charger Planning for Electric Vehicle Sharing},
  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
                  August 19-23, 2018},
  pages        = {1330--1338},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219819.3220032},
  doi          = {10.1145/3219819.3220032},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/DuTZTZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TongWZCDY18,
  author       = {Yongxin Tong and
                  Libin Wang and
                  Zimu Zhou and
                  Lei Chen and
                  Bowen Du and
                  Jieping Ye},
  editor       = {Gautam Das and
                  Christopher M. Jermaine and
                  Philip A. Bernstein},
  title        = {Dynamic Pricing in Spatial Crowdsourcing: {A} Matching-Based Approach},
  booktitle    = {Proceedings of the 2018 International Conference on Management of
                  Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
  pages        = {773--788},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3183713.3196929},
  doi          = {10.1145/3183713.3196929},
  timestamp    = {Mon, 13 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/TongWZCDY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04017,
  author       = {Chen Jason Zhang and
                  Lei Chen and
                  H. V. Jagadish and
                  Mengchen Zhang and
                  Yongxin Tong},
  title        = {Reducing Uncertainty of Schema Matching via Crowdsourcing with Accuracy
                  Rates},
  journal      = {CoRR},
  volume       = {abs/1809.04017},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.04017},
  eprinttype    = {arXiv},
  eprint       = {1809.04017},
  timestamp    = {Wed, 20 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-04017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dase/GaoTSSCX17,
  author       = {Dawei Gao and
                  Yongxin Tong and
                  Jieying She and
                  Tianshu Song and
                  Lei Chen and
                  Ke Xu},
  title        = {Top-k Team Recommendation and Its Variants in Spatial Crowdsourcing},
  journal      = {Data Sci. Eng.},
  volume       = {2},
  number       = {2},
  pages        = {136--150},
  year         = {2017},
  url          = {https://doi.org/10.1007/s41019-017-0037-1},
  doi          = {10.1007/S41019-017-0037-1},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dase/GaoTSSCX17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChenZTL17,
  author       = {Yong Chen and
                  Hui Zhang and
                  Yongxin Tong and
                  Ming Lu},
  title        = {Diversity Regularized Latent Semantic Match for Hashing},
  journal      = {Neurocomputing},
  volume       = {230},
  pages        = {77--87},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.neucom.2016.11.057},
  doi          = {10.1016/J.NEUCOM.2016.11.057},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/ChenZTL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/TongWZDCYX17,
  author       = {Yongxin Tong and
                  Libin Wang and
                  Zimu Zhou and
                  Bolin Ding and
                  Lei Chen and
                  Jieping Ye and
                  Ke Xu},
  title        = {Flexible Online Task Assignment in Real-Time Spatial Data},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {10},
  number       = {11},
  pages        = {1334--1345},
  year         = {2017},
  url          = {http://www.vldb.org/pvldb/vol10/p1334-tong.pdf},
  doi          = {10.14778/3137628.3137643},
  timestamp    = {Mon, 13 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/TongWZDCYX17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/TongCS17,
  author       = {Yongxin Tong and
                  Lei Chen and
                  Cyrus Shahabi},
  title        = {Spatial Crowdsourcing: Challenges, Techniques, and Applications},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {10},
  number       = {12},
  pages        = {1988--1991},
  year         = {2017},
  url          = {http://www.vldb.org/pvldb/vol10/p1988-tong.pdf},
  doi          = {10.14778/3137765.3137827},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/TongCS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MengCTZ17,
  author       = {Rui Meng and
                  Lei Chen and
                  Yongxin Tong and
                  Chen Jason Zhang},
  title        = {Knowledge Base Semantic Integration Using Crowdsourcing},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {29},
  number       = {5},
  pages        = {1087--1100},
  year         = {2017},
  url          = {https://doi.org/10.1109/TKDE.2017.2656086},
  doi          = {10.1109/TKDE.2017.2656086},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/MengCTZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/GaoTJX17,
  author       = {Dawei Gao and
                  Yongxin Tong and
                  Yudian Ji and
                  Ke Xu},
  editor       = {Lei Chen and
                  Christian S. Jensen and
                  Cyrus Shahabi and
                  Xiaochun Yang and
                  Xiang Lian},
  title        = {Team-Oriented Task Planning in Spatial Crowdsourcing},
  booktitle    = {Web and Big Data - First International Joint Conference, APWeb-WAIM
                  2017, Beijing, China, July 7-9, 2017, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10366},
  pages        = {41--56},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-63579-8\_4},
  doi          = {10.1007/978-3-319-63579-8\_4},
  timestamp    = {Tue, 06 May 2025 16:06:34 +0200},
  biburl       = {https://dblp.org/rec/conf/apweb/GaoTJX17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/SongTWSYCX17,
  author       = {Tianshu Song and
                  Yongxin Tong and
                  Libin Wang and
                  Jieying She and
                  Bin Yao and
                  Lei Chen and
                  Ke Xu},
  title        = {Trichromatic Online Matching in Real-Time Spatial Crowdsourcing},
  booktitle    = {33rd {IEEE} International Conference on Data Engineering, {ICDE} 2017,
                  San Diego, CA, USA, April 19-22, 2017},
  pages        = {1009--1020},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICDE.2017.147},
  doi          = {10.1109/ICDE.2017.147},
  timestamp    = {Mon, 13 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/SongTWSYCX17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TongCZCWYYL17,
  author       = {Yongxin Tong and
                  Yuqiang Chen and
                  Zimu Zhou and
                  Lei Chen and
                  Jie Wang and
                  Qiang Yang and
                  Jieping Ye and
                  Weifeng Lv},
  title        = {The Simpler The Better: {A} Unified Approach to Predicting Original
                  Taxi Demands based on Large-Scale Online Platforms},
  booktitle    = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
                  - 17, 2017},
  pages        = {1653--1662},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3097983.3098018},
  doi          = {10.1145/3097983.3098018},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/TongCZCWYYL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/SheT0S17,
  author       = {Jieying She and
                  Yongxin Tong and
                  Lei Chen and
                  Tianshu Song},
  editor       = {Semih Salihoglu and
                  Wenchao Zhou and
                  Rada Chirkova and
                  Jun Yang and
                  Dan Suciu},
  title        = {Feedback-Aware Social Event-Participant Arrangement},
  booktitle    = {Proceedings of the 2017 {ACM} International Conference on Management
                  of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
  pages        = {851--865},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3035918.3064020},
  doi          = {10.1145/3035918.3064020},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/SheT0S17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/TongSDCWX16,
  author       = {Yongxin Tong and
                  Jieying She and
                  Bolin Ding and
                  Lei Chen and
                  Tianyu Wo and
                  Ke Xu},
  title        = {Online Minimum Matching in Real-Time Spatial Data: Experiments and
                  Analysis},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {9},
  number       = {12},
  pages        = {1053--1064},
  year         = {2016},
  url          = {http://www.vldb.org/pvldb/vol9/p1053-tong.pdf},
  doi          = {10.14778/2994509.2994523},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/TongSDCWX16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SheTCC16,
  author       = {Jieying She and
                  Yongxin Tong and
                  Lei Chen and
                  Caleb Chen Cao},
  title        = {Conflict-Aware Event-Participant Arrangement and Its Variant for Online
                  Setting},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {28},
  number       = {9},
  pages        = {2281--2295},
  year         = {2016},
  url          = {https://doi.org/10.1109/TKDE.2016.2565468},
  doi          = {10.1109/TKDE.2016.2565468},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/SheTCC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/JiangTS16,
  author       = {Di Jiang and
                  Yongxin Tong and
                  Yuanfeng Song},
  title        = {Cross-Lingual Topic Discovery From Multilingual Search Engine Query
                  Log},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {35},
  number       = {2},
  pages        = {9:1--9:28},
  year         = {2016},
  url          = {https://doi.org/10.1145/2956235},
  doi          = {10.1145/2956235},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tois/JiangTS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/TongZ016,
  author       = {Yongxin Tong and
                  Xiaofei Zhang and
                  Lei Chen},
  title        = {Tracking frequent items over distributed probabilistic data},
  journal      = {World Wide Web},
  volume       = {19},
  number       = {4},
  pages        = {579--604},
  year         = {2016},
  url          = {https://doi.org/10.1007/s11280-015-0341-5},
  doi          = {10.1007/S11280-015-0341-5},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/www/TongZ016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/TongSM16,
  author       = {Yongxin Tong and
                  Jieying She and
                  Rui Meng},
  title        = {Bottleneck-aware arrangement over event-based social networks: the
                  max-min approach},
  journal      = {World Wide Web},
  volume       = {19},
  number       = {6},
  pages        = {1151--1177},
  year         = {2016},
  url          = {https://doi.org/10.1007/s11280-015-0377-6},
  doi          = {10.1007/S11280-015-0377-6},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/www/TongSM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TongSDWC16,
  author       = {Yongxin Tong and
                  Jieying She and
                  Bolin Ding and
                  Libin Wang and
                  Lei Chen},
  title        = {Online mobile Micro-Task Allocation in spatial crowdsourcing},
  booktitle    = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
                  Helsinki, Finland, May 16-20, 2016},
  pages        = {49--60},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICDE.2016.7498228},
  doi          = {10.1109/ICDE.2016.7498228},
  timestamp    = {Mon, 13 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/TongSDWC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/GaoTSSCX16,
  author       = {Dawei Gao and
                  Yongxin Tong and
                  Jieying She and
                  Tianshu Song and
                  Lei Chen and
                  Ke Xu},
  editor       = {Bin Cui and
                  Nan Zhang and
                  Jianliang Xu and
                  Xiang Lian and
                  Dexi Liu},
  title        = {Top-k Team Recommendation in Spatial Crowdsourcing},
  booktitle    = {Web-Age Information Management - 17th International Conference, {WAIM}
                  2016, Nanchang, China, June 3-5, 2016, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9658},
  pages        = {191--204},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-39937-9\_15},
  doi          = {10.1007/978-3-319-39937-9\_15},
  timestamp    = {Tue, 06 May 2025 16:06:34 +0200},
  biburl       = {https://dblp.org/rec/conf/waim/GaoTSSCX16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/WangSSTCX16,
  author       = {Qinyi Wang and
                  Jieying She and
                  Tianshu Song and
                  Yongxin Tong and
                  Lei Chen and
                  Ke Xu},
  editor       = {Bin Cui and
                  Nan Zhang and
                  Jianliang Xu and
                  Xiang Lian and
                  Dexi Liu},
  title        = {Adjustable Time-Window-Based Event Detection on Twitter},
  booktitle    = {Web-Age Information Management - 17th International Conference, {WAIM}
                  2016, Nanchang, China, June 3-5, 2016, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9659},
  pages        = {265--278},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-39958-4\_21},
  doi          = {10.1007/978-3-319-39958-4\_21},
  timestamp    = {Tue, 06 May 2025 16:06:34 +0200},
  biburl       = {https://dblp.org/rec/conf/waim/WangSSTCX16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/waim/2016w,
  editor       = {Shaoxu Song and
                  Yongxin Tong},
  title        = {Web-Age Information Management - {WAIM} 2016 International Workshops,
                  MWDA, SDMMW, and SemiBDMA, Nanchang, China, June 3-5, 2016, Revised
                  Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {9998},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-47121-1},
  doi          = {10.1007/978-3-319-47121-1},
  isbn         = {978-3-319-47120-4},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/waim/2016w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dpd/ZhangT0WF15,
  author       = {Xiaofei Zhang and
                  Yongxin Tong and
                  Lei Chen and
                  Min Wang and
                  Shicong Feng},
  title        = {Locality-aware allocation of multi-dimensional correlated files on
                  the cloud platform},
  journal      = {Distributed Parallel Databases},
  volume       = {33},
  number       = {3},
  pages        = {353--380},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10619-014-7153-y},
  doi          = {10.1007/S10619-014-7153-Y},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dpd/ZhangT0WF15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/Tong0S15,
  author       = {Yongxin Tong and
                  Lei Chen and
                  Jieying She},
  title        = {Mining Frequent Itemsets in Correlated Uncertain Databases},
  journal      = {J. Comput. Sci. Technol.},
  volume       = {30},
  number       = {4},
  pages        = {696--712},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11390-015-1555-9},
  doi          = {10.1007/S11390-015-1555-9},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcst/Tong0S15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/TongS015,
  author       = {Yongxin Tong and
                  Jieying She and
                  Lei Chen},
  title        = {Towards Better Understanding of App Functions},
  journal      = {J. Comput. Sci. Technol.},
  volume       = {30},
  number       = {5},
  pages        = {1130--1140},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11390-015-1588-0},
  doi          = {10.1007/S11390-015-1588-0},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcst/TongS015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhangCTL15,
  author       = {Chen Jason Zhang and
                  Lei Chen and
                  Yongxin Tong and
                  Zheng Liu},
  editor       = {Johannes Gehrke and
                  Wolfgang Lehner and
                  Kyuseok Shim and
                  Sang Kyun Cha and
                  Guy M. Lohman},
  title        = {Cleaning uncertain data with a noisy crowd},
  booktitle    = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
                  Seoul, South Korea, April 13-17, 2015},
  pages        = {6--17},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICDE.2015.7113268},
  doi          = {10.1109/ICDE.2015.7113268},
  timestamp    = {Tue, 24 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/ZhangCTL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TongMS15,
  author       = {Yongxin Tong and
                  Rui Meng and
                  Jieying She},
  title        = {On bottleneck-aware arrangement for event-based social networks},
  booktitle    = {31st {IEEE} International Conference on Data Engineering Workshops,
                  {ICDE} Workshops 2015, Seoul, South Korea, April 13-17, 2015},
  pages        = {216--223},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICDEW.2015.7129579},
  doi          = {10.1109/ICDEW.2015.7129579},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/TongMS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/SheT0C15,
  author       = {Jieying She and
                  Yongxin Tong and
                  Lei Chen and
                  Caleb Chen Cao},
  editor       = {Johannes Gehrke and
                  Wolfgang Lehner and
                  Kyuseok Shim and
                  Sang Kyun Cha and
                  Guy M. Lohman},
  title        = {Conflict-aware event-participant arrangement},
  booktitle    = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
                  Seoul, South Korea, April 13-17, 2015},
  pages        = {735--746},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICDE.2015.7113329},
  doi          = {10.1109/ICDE.2015.7113329},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/SheT0C15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MengT0C15,
  author       = {Rui Meng and
                  Yongxin Tong and
                  Lei Chen and
                  Caleb Chen Cao},
  editor       = {Charu C. Aggarwal and
                  Zhi{-}Hua Zhou and
                  Alexander Tuzhilin and
                  Hui Xiong and
                  Xindong Wu},
  title        = {CrowdTC: Crowdsourced Taxonomy Construction},
  booktitle    = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
                  Atlantic City, NJ, USA, November 14-17, 2015},
  pages        = {913--918},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICDM.2015.77},
  doi          = {10.1109/ICDM.2015.77},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/MengT0C15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/SheT015,
  author       = {Jieying She and
                  Yongxin Tong and
                  Lei Chen},
  editor       = {Timos K. Sellis and
                  Susan B. Davidson and
                  Zachary G. Ives},
  title        = {Utility-Aware Social Event-Participant Planning},
  booktitle    = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
                  Management of Data, Melbourne, Victoria, Australia, May 31 - June
                  4, 2015},
  pages        = {1629--1643},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2723372.2749446},
  doi          = {10.1145/2723372.2749446},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/SheT015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ChenFZLXCCCTZ14,
  author       = {Zhao Chen and
                  Rui Fu and
                  Ziyuan Zhao and
                  Zheng Liu and
                  Leihao Xia and
                  Lei Chen and
                  Peng Cheng and
                  Caleb Chen Cao and
                  Yongxin Tong and
                  Chen Jason Zhang},
  title        = {gMission: {A} General Spatial Crowdsourcing Platform},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {7},
  number       = {13},
  pages        = {1629--1632},
  year         = {2014},
  url          = {http://www.vldb.org/pvldb/vol7/p1629-chen.pdf},
  doi          = {10.14778/2733004.2733047},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/ChenFZLXCCCTZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhangTC14,
  author       = {Chen Jason Zhang and
                  Yongxin Tong and
                  Lei Chen},
  title        = {Where To: Crowd-Aided Path Selection},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {7},
  number       = {14},
  pages        = {2005--2016},
  year         = {2014},
  url          = {http://www.vldb.org/pvldb/vol7/p2005-zhang.pdf},
  doi          = {10.14778/2733085.2733105},
  timestamp    = {Tue, 24 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/ZhangTC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Zhang0T14,
  author       = {Chen Jason Zhang and
                  Lei Chen and
                  Yongxin Tong},
  editor       = {Jianzhong Li and
                  Xiaoyang Sean Wang and
                  Minos N. Garofalakis and
                  Ian Soboroff and
                  Torsten Suel and
                  Min Wang},
  title        = {MaC: {A} Probabilistic Framework for Query Answering with Machine-Crowd
                  Collaboration},
  booktitle    = {Proceedings of the 23rd {ACM} International Conference on Conference
                  on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
                  November 3-7, 2014},
  pages        = {11--20},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2661829.2661880},
  doi          = {10.1145/2661829.2661880},
  timestamp    = {Tue, 24 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/Zhang0T14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/TongZC014,
  author       = {Yongxin Tong and
                  Xiaofei Zhang and
                  Caleb Chen Cao and
                  Lei Chen},
  editor       = {Jianzhong Li and
                  Xiaoyang Sean Wang and
                  Minos N. Garofalakis and
                  Ian Soboroff and
                  Torsten Suel and
                  Min Wang},
  title        = {Efficient Probabilistic Supergraph Search Over Large Uncertain Graphs},
  booktitle    = {Proceedings of the 23rd {ACM} International Conference on Conference
                  on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
                  November 3-7, 2014},
  pages        = {809--818},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2661829.2661872},
  doi          = {10.1145/2661829.2661872},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/TongZC014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TongCZLC14,
  author       = {Yongxin Tong and
                  Caleb Chen Cao and
                  Chen Jason Zhang and
                  Yatao Li and
                  Lei Chen},
  editor       = {Isabel F. Cruz and
                  Elena Ferrari and
                  Yufei Tao and
                  Elisa Bertino and
                  Goce Trajcevski},
  title        = {CrowdCleaner: Data cleaning for multi-version data on the web via
                  crowdsourcing},
  booktitle    = {{IEEE} 30th International Conference on Data Engineering, Chicago,
                  {ICDE} 2014, IL, USA, March 31 - April 4, 2014},
  pages        = {1182--1185},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICDE.2014.6816736},
  doi          = {10.1109/ICDE.2014.6816736},
  timestamp    = {Tue, 24 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/TongCZLC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TongCC14,
  author       = {Yongxin Tong and
                  Caleb Chen Cao and
                  Lei Chen},
  editor       = {Sofus A. Macskassy and
                  Claudia Perlich and
                  Jure Leskovec and
                  Wei Wang and
                  Rayid Ghani},
  title        = {{TCS:} efficient topic discovery over crowd-oriented service data},
  booktitle    = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
                  2014},
  pages        = {861--870},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2623330.2623647},
  doi          = {10.1145/2623330.2623647},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/TongCC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhangCTW13,
  author       = {Xiaofei Zhang and
                  Lei Chen and
                  Yongxin Tong and
                  Min Wang},
  editor       = {Christian S. Jensen and
                  Christopher M. Jermaine and
                  Xiaofang Zhou},
  title        = {{EAGRE:} Towards scalable {I/O} efficient {SPARQL} query evaluation
                  on the cloud},
  booktitle    = {29th {IEEE} International Conference on Data Engineering, {ICDE} 2013,
                  Brisbane, Australia, April 8-12, 2013},
  pages        = {565--576},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICDE.2013.6544856},
  doi          = {10.1109/ICDE.2013.6544856},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/ZhangCTW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CaoTCJ13,
  author       = {Caleb Chen Cao and
                  Yongxin Tong and
                  Lei Chen and
                  H. V. Jagadish},
  editor       = {Inderjit S. Dhillon and
                  Yehuda Koren and
                  Rayid Ghani and
                  Ted E. Senator and
                  Paul Bradley and
                  Rajesh Parekh and
                  Jingrui He and
                  Robert L. Grossman and
                  Ramasamy Uthurusamy},
  title        = {WiseMarket: a new paradigm for managing wisdom of online social users},
  booktitle    = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
  pages        = {455--463},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2487575.2487642},
  doi          = {10.1145/2487575.2487642},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/CaoTCJ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/CaoSTC12,
  author       = {Caleb Chen Cao and
                  Jieying She and
                  Yongxin Tong and
                  Lei Chen},
  title        = {Whom to Ask? Jury Selection for Decision Making Tasks on Micro-blog
                  Services},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {5},
  number       = {11},
  pages        = {1495--1506},
  year         = {2012},
  url          = {http://vldb.org/pvldb/vol5/p1495\_calebchencao\_vldb2012.pdf},
  doi          = {10.14778/2350229.2350264},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/CaoSTC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/TongCCY12,
  author       = {Yongxin Tong and
                  Lei Chen and
                  Yurong Cheng and
                  Philip S. Yu},
  title        = {Mining Frequent Itemsets over Uncertain Databases},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {5},
  number       = {11},
  pages        = {1650--1661},
  year         = {2012},
  url          = {http://vldb.org/pvldb/vol5/p1650\_yongxintong\_vldb2012.pdf},
  doi          = {10.14778/2350229.2350277},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/TongCCY12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/TongCD12,
  author       = {Yongxin Tong and
                  Lei Chen and
                  Bolin Ding},
  editor       = {Anastasios Kementsietsidis and
                  Marcos Antonio Vaz Salles},
  title        = {Discovering Threshold-based Frequent Closed Itemsets over Probabilistic
                  Data},
  booktitle    = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
                  Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
  pages        = {270--281},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICDE.2012.51},
  doi          = {10.1109/ICDE.2012.51},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icde/TongCD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TongCY12,
  author       = {Yongxin Tong and
                  Lei Chen and
                  Philip S. Yu},
  editor       = {Qiang Yang and
                  Deepak Agarwal and
                  Jian Pei},
  title        = {{UFIMT:} an uncertain frequent itemset mining toolbox},
  booktitle    = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
  pages        = {1508--1511},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2339530.2339767},
  doi          = {10.1145/2339530.2339767},
  timestamp    = {Sat, 01 Mar 2025 10:58:19 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/TongCY12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0273,
  author       = {Caleb Chen Cao and
                  Jieying She and
                  Yongxin Tong and
                  Lei Chen},
  title        = {Whom to Ask? Jury Selection for Decision Making Tasks on Micro-blog
                  Services},
  journal      = {CoRR},
  volume       = {abs/1208.0273},
  year         = {2012},
  url          = {http://arxiv.org/abs/1208.0273},
  eprinttype    = {arXiv},
  eprint       = {1208.0273},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1208-0273.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0292,
  author       = {Yongxin Tong and
                  Lei Chen and
                  Yurong Cheng and
                  Philip S. Yu},
  title        = {Mining Frequent Itemsets over Uncertain Databases},
  journal      = {CoRR},
  volume       = {abs/1208.0292},
  year         = {2012},
  url          = {http://arxiv.org/abs/1208.0292},
  eprinttype    = {arXiv},
  eprint       = {1208.0292},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1208-0292.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/TongLYMCX09,
  author       = {Yongxin Tong and
                  Zhao Li and
                  Dan Yu and
                  Shilong Ma and
                  Zhiyuan Cheng and
                  Ke Xu},
  editor       = {Ronghuai Huang and
                  Qiang Yang and
                  Jian Pei and
                  Jo{\~{a}}o Gama and
                  Xiaofeng Meng and
                  Xue Li},
  title        = {Mining Compressed Repetitive Gapped Sequential Patterns Efficiently},
  booktitle    = {Advanced Data Mining and Applications, 5th International Conference,
                  {ADMA} 2009, Beijing, China, August 17-19, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5678},
  pages        = {652--660},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-03348-3\_68},
  doi          = {10.1007/978-3-642-03348-3\_68},
  timestamp    = {Sat, 01 Mar 2025 10:58:19 +0100},
  biburl       = {https://dblp.org/rec/conf/adma/TongLYMCX09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paisi/TongMYZLX09,
  author       = {Yongxin Tong and
                  Shilong Ma and
                  Dan Yu and
                  Yuanyuan Zhang and
                  Zhao Li and
                  Ke Xu},
  editor       = {Hsinchun Chen and
                  Christopher C. Yang and
                  Michael Chau and
                  Shu{-}Hsing Li},
  title        = {Discovering Compatible Top-K Theme Patterns from Text Based on Users'
                  Preferences},
  booktitle    = {Intelligence and Security Informatics, Pacific Asia Workshop, {PAISI}
                  2009, Bangkok, Thailand, April 27, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5477},
  pages        = {130--142},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-01393-5\_14},
  doi          = {10.1007/978-3-642-01393-5\_14},
  timestamp    = {Fri, 29 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/paisi/TongMYZLX09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0906-0885,
  author       = {Yongxin Tong and
                  Zhao Li and
                  Dan Yu and
                  Shilong Ma and
                  Ke Xu},
  title        = {Mining Compressed Repetitive Gapped Sequential Patterns Efficiently},
  journal      = {CoRR},
  volume       = {abs/0906.0885},
  year         = {2009},
  url          = {http://arxiv.org/abs/0906.0885},
  eprinttype    = {arXiv},
  eprint       = {0906.0885},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0906-0885.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}