Education

  • 09/2008 - 03/2012: Ph.D. candidate, Department of Computer Science and Engineering, Hong Kong University of Science and Technology.
  • 09/2004 - 06/2008: B.Sc. in Mathematics, Peking University. GPA: rank 1st in the Department of Informatics, School of Mathematics.
  • Professional Experience
  • 07/2019 - present: Professor, School of Information, Renmin University of China.
  • 09/2014 - 06/2019: Associate Professor, School of Information, Renmin University of China.
  • 09/2012 - 08/2014: Postdoc, MADALGO (Center for Massive Data Algorithmics), Department of Computer Science, Aarhus University. Supervisor: Prof. Lars Arge.

RESEARCH INTERESTS

Algorithms for massive data; Graph Algorithms; Streaming Algorithms; Database theory.

Publications

2022
Learning to be a Statistician: Learned Estimator for Number of Distinct Values
Renzhi Wu, Bolin Ding, Xu Chu, Zhewei Wei, Xiening Dai, Tao Guan, Jingren Zhou
To appear in VLDB2022

2021
Approximate Graph Propagation
Hanzhi Wang, Mingguo He, Zhewei Wei*, Sibo Wang, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
To appear in KDD2021 (CCF A)
LINKS: 链接

Graph Neural Networks Inspired by Classical Iterative Algorithms (Download )
Yongyi Yang, Tang Liu, Yangkun Wang, Jinjing Zhou, Quan Gan, Zhewei Wei, Zheng Zhang, Zengfeng Huang, David Wipf
To appear in ICML2021 (CCF A)
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Building Graphs at Scale via Sequence of Edges: Model and Generation Algorithms (Download )
Yu Liu, Lei Zou, Zhewei Wei
To appear in TKDE 2021 (CCF A)
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Massively Parallel Algorithms for Personalized PageRank
Guanhao Hou, Xingguang Chen, Sibo Wang*, Zhewei Wei*
To appear in Proc. VLDB Endow. 14, 2021 (CCF A)
LINKS: 链接

ExactSim: Benchmarking Single-Source SimRank Algorithmswith High-Precision Ground Truths (Download )
Hanzhi Wang, Zhewei Wei*, Yu Liu, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
To appear in VLDB Journal, 2021 (CCF A)
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Unifying the Global and Local Approaches: An Efficient Power Iteration with Forward Push (Download )
Hao Wu, Junhao Gan, Zhewei Wei*, Rui Zhang
To appear in SIGMOD2021 (CCF A)
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FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data (Download )
Shuyuan Yan, Bolin Ding, Wei Guo, Jingren Zhou, Zhewei Wei, Xiaowei Jiang, Sheng Xu
Proc. VLDB Endow. 14(5): 721-729 (2021) (CCF A)
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2020
A Game-based Framework for Crowdsourced Data Labeling (Download )
Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Tongyu Liu, Xiaoyong Du
VLDB J. 29(6): 1311-1336 (2020) (CCF A)
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Scalable Graph Neural Networks via Bidirectional Propagation (Download )
Ming Chen, Zhewei Wei*, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
NeurIPS 2020 (CCF A)
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SimTab: Accuracy-Guaranteed SimRank Queries through Tighter Confidence Bounds and Multi-Armed Bandits (Download )
Yu Liu, Lei Zou, Qian Ge, Zhewei Wei*
Proc. VLDB Endow. 13(11): 2202-2214 (2020) (CCF A)
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Simple and Deep Graph Convolutional Networks (Download )
Ming Chen, Zhewei Wei*, Zengfeng Huang, Bolin Ding, Yaliang Li
ICML 2020: 1725-1735 (CCF A)
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Personalized PageRank to a Target Node, Revisited (Download )
Hanzhi Wang, Zhewei Wei*, Junhao Gan, Sibo Wang, Zengfeng Huang
KDD 2020: 657-667 (CCF A)
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Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened (Download )
Qintian Guo, Sibo Wang, Zhewei Wei*, Min Chen
SIGMOD Conference 2020 (CCF A): 2167-2181
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Exact Single-Source SimRank Computation on Large Graphs (Download )
Hanzhi Wang, Zhewei Wei*, Ye Yuan, Xiaoyong Du, Ji-Rong Wen
SIGMOD Conference 2020 (CCF A): 653-66
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2019
CrowdGame: A Game-Based Crowdsourcing System for Cost-Effective Data Labeling (Download )
Tongyu Liu, Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Xiaoyong Du
SIGMOD Conference 2019: 1957-1960 (CCF A)
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Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries (Download )
Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei*, Wenqin Lin, Yin Yang and Nan Tang
ACM TODS, 44(4): 18:1-18:37 (2019) (CCF A)
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Scalable Graph Embeddings via Sparse Transpose Proximities (Download )
Yuan Yin and Zhewei Wei*
SIGKDD 2019: 1429-1437, ORAL. (CCF A)
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Efficient Estimation of Heat Kernel PageRank for Local Clustering (Download )
Renchi Yang, Xiaokui Xiao, Zhewei Wei, Sourav S. Bhowmick, Jun Zhao, Rong-Hua Li
SIGMOD Conference 2019: 1339-1356 (CCF A)
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PRSim: Sublinear Time SimRank Computation on Large Power-Law Graphs (Download )
Zhewei Wei, Xiaodong He, Sibo Wang, Yu Liu, Xiaoyong Du, Ji-Rong Wen.
SIGMOD Conference 2019: 1042-1059 (CCF A)
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Parallel Trajectory-to-Location Join (Download )
Shuo Shang, Lisi Chen, Kai Zheng, Christian S. Jensen, Zhewei Wei, Panos Kalnis
IEEE Trans. Knowl. Data Eng. 31(6): 1194-1207 (2019) (CCF A)
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2018
Tight Space Bounds for Two-Dimensional Approximate Range Counting (Download )
Zhewei Wei; Ke Yi
ACM TALG, 2018, 14(2): 1-17. (CCF B)
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Optimal Algorithms for Selecting Top-k Combinations of Attributes: Theory and Applications (Download )
Chunbin Lin, Jiaheng Lu, Zhewei Wei, Jianguo Wang, Xiaokui Xiao
VLDB J. 27(1): 27-52 (2018) (CCF A)
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Parallel Trajectory Similarity Joins in Spatial Networks (Download )
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Kai Zheng, Panos Kalnis
VLDB J. 27(3): 395-420 (2018) (CCF A)
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Cost-Effective Data Annotation using Game-Based Crowdsourcing (Download )
Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Tongyu Liu, Xiaoyong Du
PVLDB 12(1): 57-70 (2018) (CCF A)
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TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs (Download )
Zhewei Wei, Xiaodong He, Xiaokui Xiao, Sibo Wang, Shuo Shang, Ji-Rong Wen
SIGMOD Conference 2018: 441-45 (CCF A)
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2017
Independent Range Sampling, Revisited (Download )
Peyman Afshani; Zhewei Wei*
ESA, 2017. (CCF B)
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Trajectory Similarity Join in Spatial Networks (Download )
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Kai Zheng, Panos Kalnis
PVLDB 10(11): 1178-1189 (2) (CCF A)
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ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs (Download )
Yu Liu, Bolong Zheng, Xiaodong He, Zhewei Wei*, Xiaokui Xiao, Kai Zheng, Jiaheng Lu
PVLDB 11(1): 14-26 (2017) (CCF A)
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Collective Travel Planning in Spatial Networks
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
ICDE 2017: 59-60 (CCF A)

Tracking Matrix Approximation over Distributed Sliding Windows (Download )
Haida Zhang, Zengfeng Huang, Zhewei Wei, Wenjie Zhang, Xuemin Lin
ICDE 2017: 833-844 (CCF A)
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FORA: Simple and Effective Approximate Single-Source Personalized PageRank (Download )
Sibo Wang, Renchi Yang, Xiaokui Xiao, Zhewei Wei*, Yin Yang
KDD 2017: 505-514 (CCF A)
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2016
Dynamic Shortest Path Monitoring in Spatial Networks (Download )
Shuo Shang; Lisi Chen; Zhewei Wei; Danhuai Guo*; Ji-Rong Wen
JCST, 2016, 31(4): 637-648. (CCF B)
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Distribution-Aware Crowdsourced Entity Collection (Download )
Ju Fan, Zhewei Wei, Dongxiang Zhang, Jingru Yang and Xiaoyong Du
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016. (CCF A)
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Collective Travel Planning in Spatial Networks (Download )
Shuo Shang, Lisi Chen, Zhewei Wei, Christian S. Jensen, Ji-Rong Wen, Panos Kalnis
IEEE Trans. Knowl. Data Eng. 28(5): 1132-1146 (2016) (CCF A)
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Matrix Sketching Over Sliding Windows (Download )
Zhewei Wei, Xuancheng Liu, Feifei Li, Shuo Shang, Xiaoyong Du, Ji-Rong Wen
SIGMOD Conference 2016: 1465-1480 (CCF A)
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2015
Towards Maximum Independent Sets on Massive Graphs (Download )
Yu Liu, Jiaheng Lu, Hua Yang, Xiaokui Xiao, Zhewei Wei*
PVLDB 8(13): 2122-2133 (2015) (CCF A)
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Persistent Data Sketching (Download )
Zhewei Wei, Ge Luo, Ke Yi, Xiaoyong Du, Ji-Rong Wen
SIGMOD Conference 2015: 795-810 (CCF A)
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2014
Cache-oblivious Hashing (Download )
Rasmus Pagh; Zhewei Wei; Ke Yi; Qin Zhang
Algorithmica, 2014, 69(4): 864-883. (CCF B)
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Equivalence Between Priority Queues And Sorting In External Memory (Download )
Zhewei Wei; Ke Yi
ESA, 2014. (CCF B)
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Indexing for summary queries: Theory and practice (Download )
Ke Yi, Lu Wang, Zhewei Wei*
ACM Trans. Database Syst. 39(1): 2:1-2:39 (2014) (CCF A)
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2013
Mergeable summaries (Download )
Pankaj K. Agarwal, Graham Cormode, Zengfeng Huang, Jeff M. Phillips, Zhewei Wei*, Ke Yi
ACM Trans. Database Syst. 38(4): 26:1-26:28 (2013) (CCF A)
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The Space Complexity of 2-Dimensional Approximate Range Counting (Download )
Zhewei Wei, Ke Yi
SODA 2013: 252-264 (CCF A)
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2012
Mergeable Summaries (Download )
Pankaj K. Agarwal; Graham Cormode; Zengfeng Huang; Jeff M. Phillips; Zhewei Wei; Ke Yi*
PODS, 2012. (CCF B)
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2011
Beyond Simple Aggregates: Indexing For Summary Queries (Download )
Zhewei Wei; Ke Yi
PODS, 2011. (CCF B)
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2010
Cache-oblivious Hashing (Download )
Rasmus Pagh; Zhewei Wei; Ke Yi; Qin Zhang
PODS, 2010. (CCF B)
Donwload: 论文附件

2009
Dynamic External Hashing: The Limit of Buffering (Download )
Zhewei Wei; Ke Yi; Qin Zhang
SPAA, 2009. (CCF B)
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Services

  • Proceeding Chair for PODS2020.
  • PC for SIGMETRICS2020, NDBC2017, ICBK2020.
  • External Reviewer for SODA, ISAAC, VLDB, ICDE, CIKM, SIGMOD , PODS.
  • Reviewer for TKDE, TALG, TOIS, TODS, VLDBJ, TKDD, TBD.
  • Member of ACM Special Interest Group on Management of Data (SIGMOD) and Committee Member of China Computer Federation (CCF) Database Group.

Contact

Tel:

Email:zhewei @ruc.edu.cn

Website:http://weizhewei.com/

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