[SIGKDD 2024]
Boyi Liu, Yiming Ma, Zimu Zhou, Yexuan Shi, Shuyuan Li, Yongxin Tong.
"CASA: Clustered Federated Learning with Asynchronous Clients",
in Proceedings of the 30th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,
Barcelona, Spain, August 25-29, 2024.
(CCF A类)PDFCode&Data
[ICDE 2023]
Yansheng Wang, Yongxin Tong, Zimu Zhou, Ruisheng Zhang, Sinno Jialin Pan, Lixin Fan, Qiang Yang.
"Distribution-Regularized Federated Learning on Non-IID Data",
in Proceedings of the 39th International Conference on Data Engineering,
Pages 2113-2125, CA, USA, April 3-7, 2023.
(CCF A类)PDFCode&Data
[DASFAA 2023]
Kaining Zhang, Yongxin Tong, Yexuan Shi, Yuxiang Zeng, Yi Xu, Lei Chen, Zimu Zhou, Ke Xu, Weifeng Lv, Zhiming Zheng.
"Approximate k-Nearest Neighbor Query over Spatial Data Federation",
in Proceedings of the 28th International Conference on Database Systems for Advanced Applications,
Pages 351-368, Tianjin, China, April 3-7, 2023.
PDF[最佳论文奖]
[SIGKDD 2022]
Zhongnan Qu, Zimu Zhou, Yongxin Tong, Lothar Thiele.
"p-Meta: Towards On-device Deep Model Adaptation",
in Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Pages 1441-1451, Washington D.C., USA, August 14-18, 2022.
(CCF A类)PDF
[ICDE 2022]
Dingyuan Shi, Yongxin Tong, Zimu Zhou, Ke Xu, Wenzhe Tan, Hongbo Li.
"Adaptive Task Planning for Large-Scale Robotized Warehouses",
in Proceedings of the 38th International Conference on Data Engineering,
Pages 3327-3339, Kuala Lumpur, Malaysia, May 9-12, 2022.
(CCF A类)PDF
[CIKM 2021] Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Lothar Thiele.
"Pruning Meta-Trained Networks for On-Device Adaptation"
, in Proceedings of the 30th ACM International Conference on Information and Knowledge Management, Pages 514-523, Queensland, Australia, November 1-5, 2021.
PDF
[SIGKDD 2021] Dingyuan Shi, Yongxin Tong, Zimu Zhou, Bingchen Song, Weifeng Lv, Qiang Yang.
"Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing"
, in Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Pages 3549-3557, Singapore, Singapore, August 14-18, 2021. (CCF A类)PDF
[SIGKDD 2021] Xiaocheng Tang, Fan Zhang, Zhiwei (Tony) Qin, Yansheng Wang, Dingyuan Shi, Bingchen Song, Yongxin Tong, Hongtu Zhu, Jieping Ye.
"Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms"
, in Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Pages 3605-3615, Singapore, Singapore, August 14-18, 2021. (CCF A类)PDF
[SIGKDD 2021] Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele.
"Pruning-Aware Merging for Efficient Multitask Inference"
, in Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Pages 585-595, Singapore, Singapore, August 14-18, 2021. (CCF A类)PDF
[SDM 2021] Kaixin Wang, Cheng Long, Yongxin Tong, Jie Zhang, Yi Xu.
"Adaptive Holding for Online Bottleneck Matching with Delays"
, in Proceedings of the SIAM International Conference on Data Mining, Pages 235-243, Proceedings of the 2021 SIAM International Conference on Data Mining (SDM), Virtual Conference, April 29 - May 1, 2021.
PDF
[DASFAA 2020] Conghui Tan, Di Jiang, Huaxiao Mo, Jinhua Peng, Yongxin Tong, Weiwei Zhao, Chaotao Chen, Rongzhong Lian, Yuanfeng Song, Qian Xu.
"Federated Acoustic Model Optimization for Automatic Speech Recognition"
, in Proceedings of the 25th International Conference on Database Systems for Advanced Applications, Pages 771-774, Jeju, South Korea, September 24-27, 2020.
PDF
[SIGKDD 2020] Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Ke Xu, Lothar Thiele.
"Rethinking Pruning for Accelerating Deep Inference At the Edge"
, in Proceedings of the 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Pages 155-164, California, USA, August 23-27, 2020. (CCF A类)PDF
[ICDM 2020] Yuanfeng Song, Yongxin Tong, Siqi Bao, Di Jiang, Hua Wu, Raymond Chi-Wing Wong.
"TopicOcean: An Ever-Increasing Topic Model With Meta-learning"
, in Proceedings of the 20th IEEE International Conference on Data Mining, Pages 1262-1267, Sorrento, Italy, November 17-20, 2020.
PDF
[CIKM 2019] Di Jiang, Yuanfeng Song, Yongxin Tong, Xueyang Wu, Weiwei Zhao, Qian Xu, Qiang Yang.
"Federated Topic Modeling"
, in Proceedings of the 28th ACM International Conference on Information and Knowledge Management, Pages 1071-1080, Beijing, China, November 3-7, 2019.
PDF
[CIKM 2019] Lingyu Zhang, Tianshu Song, Yongxin Tong, Zimu Zhou, Dan Li, Wei Ai, Lulu Zhang, Guobin Wu, Yan Liu, Jieping Ye.
"Recommendation-based Team Formation for On-demand Taxi-calling Platforms"
, in Proceedings of the 28th ACM International Conference on Information and Knowledge Management, Pages 59-68, Beijing, China, November 3-7, 2019.
PDF
[ICDE 2019] Yi Xu, Yongxin Tong, Yexuan Shi, Qian Tao, Ke Xu, Wei Li.
"An Efficient Insertion Operator in Dynamic Ridesharing Services"
, in Proceedings of the 35th International Conference on Data Engineering, Pages 1022-1033, Macau, China, April 8-12, 2019. (CCF A类)PDF[最佳论文提名奖]
[DEB 2019] Yansheng Wang, Tianshu Song, Qian Tao, Yuxiang Zeng, Zimu Zhou, Yi Xu, Yongxin Tong, Lei Chen.
"Interaction Management in Crowdsourcing"
, IEEE Data Engineering Bulletin, 42(4): 23-34, 2019.
PDF
[ICDE 2019] Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv.
"SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing"
, in Proceedings of the 35th International Conference on Data Engineering, Pages 2133-2134, Macau, China, April 8-12, 2019. (CCF A类)PDF
[AAAI 2019] Pan Xu, Yexuan Shi, Hao Cheng, John P. Dickerson, Karthik Abinav Sankararaman, Aravind Srinivasan, Yongxin Tong, Leonidas Tsepenekas.
"A Unified Approach to Online Matching with Conflict-Aware Constraints"
, in Proceedings of the 33rd AAAI Conference on Artificial Intelligence, Pages 2221-2228, Hawaii, USA, January 27-February 1, 2019. (CCF A类)PDF
[SIGKDD 2018] Bowen Du, Yongxin Tong, Zimu Zhou, Qian Tao, Wenjun Zhou.
"Demand-Aware Charger Planning for Electric Vehicle Sharing"
, in Proceedings of the 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Pages 1330-1338, London, United Kingdom, August 19-23, 2018. (CCF A类)PDF
[APWeb-WAIM 2017] Dawei Gao, Yongxin Tong, Yudian Ji, Ke Xu.
"Team-Oriented Task Planning in Spatial Crowdsourcing"
, in Proceedings of the 1st Asia Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint Conference on Web and Big Data, Pages 41-56, Beijing, China, July 7-9, 2017.
PDF
[WAIM 2016] Dawei Gao, Yongxin Tong, Jieying She, Tianshu Song, Lei Chen, Ke Xu.
"Top-k Team Recommendation in Spatial Crowdsourcing"
, in Proceedings of the 17th International Conference on Web-Age Information Management, Pages 191-204, Jiangxi, China, June 3-5, 2016.
PDF[最佳论文奖]
[WAIM 2016] Qinyi Wang, Jieying She, Tianshu Song, Yongxin Tong, Lei Chen, Ke Xu.
"Adjustable Time-Window-Based Event Detection on Twitter"
, in Proceedings of the 17th International Conference on Web-Age Information Management, Pages 265-278, Jiangxi, China, June 3-5, 2016.
PDF
[ICDM 2015] Rui Meng, Yongxin Tong, Lei Chen, Caleb Chen Cao.
"CrowdTC: Crowdsourced Taxonomy Construction"
, in Proceedings of the 15th IEEE International Conference on Data Mining, Pages 913-918, Atlantic City, USA, November 11-14, 2015.
PDF
[SIGMOD 2015] Jieying She, Yongxin Tong, Lei Chen.
"Utility-Aware Social Event-Participant Planning"
, in Proceedings of the 34th ACM SIGMOD International Conference on Management of Data, Pages 1629-1643, Melbourne, Australia, May 31- June 4, 2015. (CCF A类)PDFSlidesPoster
[ICDE 2015] Jieying She, Yongxin Tong, Lei Chen, Caleb Chen Cao.
"Conflict-aware event-participant arrangement"
, in Proceedings of the 31st International Conference on Data Engineering, Pages 735-746, Seoul, Korea, April 13-16, 2015. (CCF A类)PDFSlidesPoster
[ICDE 2015] Chen Jason Zhang, Lei Chen, Yongxin Tong, Zheng Liu.
"Cleaning uncertain data with a noisy crowd"
, in Proceedings of the 31st International Conference on Data Engineering, Pages 6-17, Seoul, Korea, April 13-16, 2015. (CCF A类)PDF
[SIGKDD 2012] Yongxin Tong, Lei Chen, Philip S. Yu.
"UFIMT: an uncertain frequent itemset mining toolbox"
, in Proceedings of the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Pages 1508-1511, Beijing, China, August 12-16, 2012. (CCF A类)PDFPoster