Lei Chen

Publication Archive

Historical publications from the original homepage, retained as a backup. Current work is listed under research groups.

2021

  1. Preface to the Special Issue on Data Management and Analysis Technique Supporting AILei Chen, Hongzhi Wang, Yongxin Tong, Hong GaoInt. J. Softw. Informatics 11(1): 1-4 (2021)
  2. A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-HailingPeng Cheng, Jiabao Jin, Lei Chen, Xuemin Lin, Libin ZhengProc. VLDB Endow. 14(11): 2177-2189 (2021)
  3. ETO: Accelerating Optimization of DNN Operators by High-Performance Tensor Program ReuseJingzhi Fang, Yanyan Shen, Yue Wang, Lei ChenProc. VLDB Endow. 15(2): 183-195 (2021)
  4. Butterfly Counting on Uncertain Bipartite NetworksAlexander Zhou, Yue Wang, Lei ChenProc. VLDB Endow. 15(2): 211-223 (2021)
  5. A Comparative Study of Consistent Snapshot Algorithms for Main-Memory Database SystemsLiang Li, Guoren Wang, Gang Wu, Ye Yuan, Lei Chen, Xiang LianIEEE Trans. Knowl. Data Eng. 33(2): 316-330 (2021)
  6. Efficient Similarity Search for Sets over GraphsYue Wang, Zonghao Feng, Lei Chen, Zijian Li, Xun Jian, Qiong LuoIEEE Trans. Knowl. Data Eng. 33(2): 444-458 (2021)
  7. Event-Participant and Incremental Planning over Event-Based Social NetworksYurong Cheng, Ye Yuan, Lei Chen, Christophe G. Giraud-Carrier, Guoren Wang, Boyang LiIEEE Trans. Knowl. Data Eng. 33(2): 474-488 (2021)
  8. Quality-Assured Synchronized Task Assignment in CrowdsourcingJiayang Tu, Peng Cheng, Lei ChenIEEE Trans. Knowl. Data Eng. 33(3): 1156-1168 (2021)
  9. Two-Sided Online Micro-Task Assignment in Spatial CrowdsourcingYongxin Tong, Yuxiang Zeng, Bolin Ding, Libin Wang, Lei ChenIEEE Trans. Knowl. Data Eng. 33(5): 2295-2309 (2021)
  10. Cohesive Group Nearest Neighbor Queries on Road-Social Networks under Multi-CriteriaFangda Guo, Ye Yuan, Guoren Wang, Lei Chen, Xiang Lian, Zimeng WangIEEE Trans. Knowl. Data Eng. 33(11): 3520-3536 (2021)
  11. Fast and Accurate SimRank Computation via Forward Local Push and its ParallelizationYue Wang, Yulin Che, Xiang Lian, Lei Chen, Qiong LuoIEEE Trans. Knowl. Data Eng. 33(12): 3686-3700 (2021)
  12. Guest Editorial: Special issue on VLDB 2019Fatma Özcan, Lei ChenVLDB J. 30(1): 1-2 (2021)
  13. Simple and automated negative sampling for knowledge graph embeddingYongqi Zhang, Quanming Yao, Lei ChenVLDB J. 30(2): 259-285 (2021)
  14. Memory-aware framework for fast and scalable second-order random walk over billion-edge natural graphsYingxia Shao, Shiyue Huang, Yawen Li, Xupeng Miao, Bin Cui, Lei ChenVLDB J. 30(5): 769-797 (2021)
  15. THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent ComputationMengyun Chen, Kai-Xin Gao, Xiaolei Liu, Zidong Wang, Ningxi Ni, Qian Zhang, Lei Chen, Chao Ding, Zheng-Hai Huang, Min Wang, Shuangling Wang, Fan Yu, Xinyuan Zhao, Dachuan XuAAAI 2021: 7046-7054
  16. Co-authorship Prediction Based on Temporal Graph AttentionDongdong Jin, Peng Cheng, Xuemin Lin, Lei ChenAPWeb/WAIM (1) 2021: 3-19
  17. Cache-based GNN System for Dynamic GraphsHaoyang Li, Lei ChenCIKM 2021: 937-946
  18. Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted ServerMaocheng Li, Jiachuan Wang, Libin Zheng, Han Wu, Peng Cheng, Lei Chen, Xuemin LinCIKM 2021: 947-956
  19. Fine-Grained Entity Typing via Label Noise Reduction and Data AugmentationHaoyang Li, Xueling Lin, Lei ChenDASFAA (1) 2021: 356-374
  20. PAS: Enable Partial Consensus in the BlockchainZihuan Xu, Siyuan Han, Lei ChenDASFAA (3) 2021: 375-392
  21. Familia: A Configurable Topic Modeling Framework for Industrial Text EngineeringDi Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu, Chen Zhang, Lei ChenDASFAA (3) 2021: 516-528
  22. Efficiently Discovering Regions of Interest with User-Defined Score FunctionQiyu Liu, Libin Zheng, Xiang Lian, Lei ChenDASFAA (1) 2021: 591-608
  23. EPP-MVSNet: Epipolar-assembling based Depth Prediction for Multi-view StereoXinjun Ma, Yue Gong, Qirui Wang, Jingwei Huang, Lei Chen, Fan YuICCV 2021: 5712-5720
  24. UniNet: Scalable Network Representation Learning with Metropolis-Hastings SamplingXingyu Yao, Yingxia Shao, Bin Cui, Lei ChenICDE 2021: 516-527
  25. HST+: An Efficient Index for Embedding Arbitrary Metric SpacesYuxiang Zeng, Yongxin Tong, Lei ChenICDE 2021: 648-659
  26. Efficient Relation-aware Scoring Function Search for Knowledge Graph EmbeddingShimin Di, Quanming Yao, Yongqi Zhang, Lei ChenICDE 2021: 1104-1115
  27. LHist: Towards Learning Multi-dimensional Histogram for Massive Spatial DataQiyu Liu, Yanyan Shen, Lei ChenICDE 2021: 1188-1199
  28. CaSIE: Canonicalize and Informative Selection of the OpenIE systemHao Xin, Xueling Lin, Lei ChenICDE 2021: 2009-2014
  29. Palette: Towards Multi-source Model Selection and Ensemble for ReuseYiming Li, Yanyan Shen, Lei ChenICDE 2021: 2147-2152
  30. Crowdrebate: An Effective Platform to Get more Rebate for CustomersWangze Ni, Nian Chen, Peng Cheng, Lei Chen, Xuemin LinICDE 2021: 2261-2266
  31. Mcore: Multi-Agent Collaborative Learning for Knowledge-Graph-Enhanced RecommendationXujia Li, Yanyan Shen, Lei ChenICDM 2021: 330-339
  32. GraphANGEL: Adaptive aNd Structure-Aware Sampling on Graph NEuraL NetworksJingshu Peng, Yanyan Shen, Lei ChenICDM 2021: 479-488
  33. An Experimental Study of Quantitative Evaluations on Saliency MethodsXiao-Hui Li, Yuhan Shi, Haoyang Li, Wei Bai, Caleb Chen Cao, Lei ChenKDD 2021: 3200-3208
  34. Counterfactual Explanations in Explainable AI: A TutorialCong Wang, Xiao-Hui Li, Haocheng Han, Shendi Wang, Luning Wang, Caleb Chen Cao, Lei ChenKDD 2021: 4080-4081
  35. Answer Complex Questions: Path Ranker Is All You NeedXinyu Zhang, Ke Zhan, Enrui Hu, Chengzhen Fu, Lan Luo, Hao Jiang, Yantao Jia, Fan Yu, Zhicheng Dou, Zhao Cao, Lei ChenSIGIR 2021: 449-458
  36. TENET: Joint Entity and Relation Linking with Coherence RelaxationXueling Lin, Lei Chen, Chaorui ZhangSIGMOD Conference 2021: 1142-1155
  37. When the Recursive Diversity Anonymity Meets the Ring SignatureWangze Ni, Peng Cheng, Lei Chen, Xuemin LinSIGMOD Conference 2021: 1359-1371
  38. DIV: Resolving the Dynamic Issues of Zero-knowledge Set Membership Proof in the BlockchainZihuan Xu, Lei ChenSIGMOD Conference 2021: 2036-2048
  39. ALG: Fast and Accurate Active Learning Framework for Graph Convolutional NetworksWentao Zhang, Yu Shen, Yang Li, Lei Chen, Zhi Yang, Bin CuiSIGMOD Conference 2021: 2366-2374
  40. FluxEV: A Fast and Effective Unsupervised Framework for Time-Series Anomaly DetectionJia Li, Shimin Di, Yanyan Shen, Lei ChenWSDM 2021: 824-832
  41. 2021 IEEE International Conference on Big Knowledge, ICBK 2021, Auckland, New Zealand, December 7-8, 2021Lei Chen, Baltasar Fernández-ManjónIEEE 2021, ISBN 978-1-6654-3859-9 [contents]