Prof. WANG, Sibo 王 思 博 教授
BE (Fudan University)
PhD (Nanyang Technological University)
Research Interests :
* Graph Data Management
* Graph Data Analysis
* Indexing and Query
* Approximate Algorithms
Office: Room 507, William M.W. Mong Engineering Building
Tel: (852) 3943-8310
Sibo Wang is an Assistant Professor in the Department of Systems Engineering and Engineering Management, Faculty of Engineering (since Dec 2018). He received his B.E. in Software Engineering in 2011 from Fudan University and his Ph.D. in Computer Science in 2016 from Nanyang Technological University. His main research area is database and data mining. He is currently interested in graph data management, big data analysis, especially social network analysis, and efficient algorithms with indexing and approximation.
Xingyi Zhang, Kun Xie, Sibo Wang, Zengfeng Huang: Learning Based Proximity Matrix Factorization for Node Embedding. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD), to appear, 2021.
Xingguang Chen, Sibo Wang: Efficient Approximate Algorithms for Empirical Entropy and Mutual Information. Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD), pages 274-286, 2021.
Guanhao Hou, Xingguang Chen, Sibo Wang, Zhewei Wei: Massively Parallel Algorithms for Personalized PageRank. Proceedings of the VLDB Endowment (PVLDB), 14(9): 1668-1680, 2021.
Song Bian, Qintian Guo, Sibo Wang, Jeffrey Xu Yu: “Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks.”, Proceedings of the VLDB Endowment (PVLDB), 13(9): 1498-1510, 2020.
Qintian Guo, Sibo Wang, Zhewei Wei, Ming Chen: “Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened.” Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD), pages 2167-2181, 2020.
Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei, Wenqing Lin, Yin Yang, Nan Tang: “Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries.”, ACM Transactions on Database Systems (TODS), 44(4): 18:1-18:37, 2019.
Sibo Wang, Yufei Tao: “Efficient Algorithms for Finding Approximate Heavy Hitters in Personalized PageRank”, Proceedings of the SIGMOD Conference, pages 1113-1127, 2018.
Sibo Wang, Renchi Yang, Xiaokui Xiao, Zhewei Wei, Yin Yang: “FORA: Simple and Effective Approximate Single-Source Personalized PageRank”, Proceedings of the SIGKDD Conference, pages 505-514, 2017.
Sibo Wang, Youze Tang, Xiaokui Xiao, Yin Yang, Zengxiang Li: “HubPPR: Effective Indexing for Approximate Personalized PageRank”, Proceedings of the VLDB Endowment (PVLDB), 10 (3): 205-216, 2016.
Sibo Wang, Xiaokui Xiao, Yin Yang, Wenqing Lin: “Effective Indexing for Approximate Constrained Shortest Path on Large Road Networks”, Proceedings of the VLDB Endowment (PVLDB), 10(2): 61-72, 2016.
Sibo Wang, Wenqing Lin, Yi Yang, Xiaokui Xiao, Shuigeng Zhou: “Efficient Route Planning on Public Transportation Networks: A Labelling Approach”, Proceedings of the SIGMOD Conference, pages 967-982, 2015.
Sibo Wang, Xiaokui Xiao, Chun-Hee Lee: “Crowd-Based Deduplication: An Adaptive Approach”, Proceedings of the SIGMOD Conference, pages 1263-1277, 2015.
Andy Diwen Zhu, Wenqing Lin, Sibo Wang, Xiaokui Xiao: “Reachability Queries on Large Dynamic Graphs: A Total Order Approach” Proceedings of the SIGMOD Conference, pages 1323-1334, 2014.