Yue Wang (王越)

Research Fellow at Shenzhen Institute of Computing Sciences

Email: ywangby[AT]connect.ust.hk

Biography

Yue Wang received his Ph.D. degree from the department of Computer Science and Engineering (CSE) of the Hong Kong University of Science and Technology (HKUST), supervised by Prof. Lei Chen. He received his M.Sc. degree from HKUST, and B.Eng. degree from Beihang University (BUAA).

Research Interests

Large-scale graph processing, dynamic graphs, heterogeneous graphs, knowledge graphs.

Publications

Conference Publications

1. Anxin Tian, Alexander Zhou, Yue Wang^*, Xun Jian, Lei Chen. "Efficient Index for Temporal Core Queries over Bipartite Graphs". The 50th International Conference on Very Large Data Bases(VLDB), 2024.
2. Ruiqi Xu, Yue Wang, Xiaokui Xiao."Graph Computation with Adaptive Granularity". 40th IEEE International Conference on Data Engineering(ICDE), Utrecht, Netherlands, May 13-17th, 2024.
3. Alexander Zhou, Yue Wang, Lei Chen, Tamer Özsu."Positive Communities on Signed Graphs That Are Not Echo Chambers: A Clique-Based Approach". 40th IEEE International Conference on Data Engineering(ICDE), Utrecht, Netherlands, May 13-17th, 2024.
4. Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen." STile: Searching Hybrid Sparse Formats for Sparse Deep Learning Operators Automatically". 2024 ACM SIGMOD/PODS Conference(SIGMOD), Santiago, Chile, on June 9 - June 15, 2024.
5. Zhiyuan Li, Xun Jian, Yue Wang^*, Yingxia Shao, Lei Chen."DAHA: Accelerating GNN Training with Data and Hardware Aware Execution Planning". The 50th International Conference on Very Large Data Bases(VLDB), 2024.
6. Kai Hiu Chung, Alexander Zhou, Yue Wang^*, Lei Chen."Maximum Balanced $(k, \epsilon)$-Bitruss Detection in Signed Bipartite Graph". The 50th International Conference on Very Large Data Bases(VLDB), 2024.
7. Anxin Tian, Alexander Zhou, Yue Wang^*, Lei Chen."Maximal D-truss Search in Dynamic Directed Graphs". The 49th International Conference on Very Large Data Bases(VLDB), 2023.
8. Zhiyuan Li, Xun Jian, Yue Wang^*, Lei Chen. "CC-GNN: A Community and Contraction-based Graph Neural Network". The 22nd IEEE International Conference on Data Mining(ICDM), 2022.
9. Yue Wang^#, Ruiqi Xu^#, Xun Jian, Alexander Zhou, Lei Chen. "Towards Distributed Bitruss Decomposition on Bipartite Graphs". The 48th International Conference on Very Large Data Bases(VLDB), 2022.
10. Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen. "ETO: Accelerating Optimization of DNN Operators by High-Performance Tensor Program Reuse". The 48th International Conference on Very Large Data Bases(VLDB), 2022.
11. Alexander Zhou, Yue Wang^*, Lei Chen. "Butterfly Counting on Uncertain Bipartite Networks". The 48th International Conference on Very Large Data Bases(VLDB), 2022.
12. Yue Wang^#, Ruiqi Xu^#, Zonghao Feng, Yulin Che, Lei Chen, Qiong Luo, Rui Mao. "DISK: A Distributed Framework for Single-Source SimRank with Accuracy Guarantee". The 47th International Conference on Very Large Data Bases(VLDB), 2021.
13. Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen. "Optimizing DNN Computation Graph using Graph Substitutions". The 46th International Conference on Very Large Data Bases(VLDB), 2020.
14. Alexander Zhou, Yue Wang^*, Lei Chen. "Finding Large Diverse Communities on Networks: The Edge Maximum k*-Partite Clique". The 46th International Conference on Very Large Data Bases(VLDB), 2020.
15. Xun Jian, Yue Wang^*, Lei Chen. "Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks". The 46th International Conference on Very Large Data Bases(VLDB), 2020.
16. Yulin Che, Zhuohang Lai, Shixuan Sun, Yue Wang, Qiong Luo. "Accelerating Truss Decomposition on Heterogeneous Processors". The 46th International Conference on Very Large Data Bases(VLDB), 2020.
17. Xun Jian, Yue Wang, Xiayu Lei, Libin Zheng, Lei Chen. "SPARQL Rewriting: Towards Desired Results". ACM SIGMOD International Conference on Management of Data(SIGMOD), June 14 - June 19, 2020, Portland, Oregon, USA.
18. Xun Jian, Yue Wang, Xiayu Lei, Yanyan Shen, Lei Chen. "DDSL: Efficient Subgraph Listing on Distributed and Dynamic Graphs". (Short Paper) The 25th International Conference on Database Systems for Advanced Applications(DASFAA), May 21-24, 2020, Jeju, South Korea.
19. Zijian Li, Wenhao Zheng, Xueling Lin, Ziyuan Zhao, Zhe Wang, Yue Wang, Xun Jian, Lei Chen, Qiang Yan, Tiezheng Mao. "TransN: Heterogeneous Network Representation Learning by Translating Node Embeddings". The 36th IEEE International Conference on Data Engineering(ICDE), April 20th-24th, 2020, Dallas, Texas, United States.
20. Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Lei Chen, Jianchun Song. "HowSim: A General and Effective Similarity Measure on Heterogeneous Information Networks”. (Short Paper) The 36th IEEE International Conference on Data Engineering(ICDE), April 20th-24th, 2020, Dallas, Texas, United States.
21. Yulin Che, Zhuohang Lai, Shixuan Sun, Qiong Luo, Yue Wang. "Accelerating All-Edge Common Neighbor Counting on Three Processors". The 48th International Conference on Parallel Processing(ICPP), August 5-8, 2019, Kyoto Research Park, Kyoto, Japan.
22. Zijian Li, Lei Chen, Yue Wang. "G*-Tree: An Efficient Spatial Index on Road Networks". The 35th International Conference on Data Engineering(ICDE), 8-12 April 2019, Macau SAR, China.
23. Yue Wang, Xiang Lian, Lei Chen. "Efficient SimRank Tracking in Dynamic Graphs". The 34th International Conference on Data Engineering(ICDE), 16-19 April 2018, Paris, France.

Journal Publications

1. Alexander Zhou, Yue Wang, Lei Chen. "Butterfly counting and bitruss decomposition on uncertain bipartite graphs". The VLDB Journal(VDLB J), 2023.
2. Xun Jian, Yue Wang^*, Lei Chen. "Publishing Graphs under Node Differential Privacy". IEEE Transactions on Knowledge and Data Engineering(TKDE), 2021.
3. Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Hao Xin, Lei Chen, Jianchun Song, Zhenhong Chen, Meng Zhao. "Effective Similarity Search on Heterogeneous Networks: A Meta-path Free Approach". IEEE Transactions on Knowledge and Data Engineering(TKDE), 2020.
4. Wenfei Fan, Kun He, Qian Li, Yue Wang. "Graph Algorithms: Parallelization and Scalability". SCIENCE CHINA Information Sciences(SCIS), 63, 203101 (2020).
5. Yue Wang, Yulin Che, Xiang Lian, Lei Chen, Qiong Luo. "Fast and Accurate SimRank Computation via Forward Local Push and Its Parallelization". IEEE Transactions on Knowledge and Data Engineering(TKDE), vol. 33, no. 12, pp. 3686-3700, 1 Dec. 2021.
6. Yue Wang, Zonghao Feng, Lei Chen, Zijian Li, Xun Jian, Qiong Luo. "Efficient Similarity Search for Sets over Graphs".IEEE Transactions on Knowledge and Data Engineering(TKDE), vol. 33, no. 2, pp. 444-458, 1 Feb. 2021.
7. Yue Wang, Lei Chen, Yulin Che, Qiong Luo. "Accelerating Pairwise SimRank Estimation over Static and Dynamic Graphs". The VLDB Journal(VDLB J), 28(1): 99-122, 2019.
8. Yue Wang, Xun Jian, Zhenhua Yang, Jia Li. "Query Optimal k-Plex Based Community in Graphs". Data Science and Engineering(DSE), 2(4): 257-273, 2017.

Professional Services

• Program Committee Member: EDBT 2023, VLDB 2022, ICBK 2021, CIKM 2021.

Research Projects

• Principal Investigator, “Research on key techniques of similarity search on large-scale dynamic knowledge graphs”, National Natural Science Foundation of China, 01/2021-12/2023.
• Principal Investigator, “Data mining techniques on big knowledge graphs”, Guangdong Basic and Applied Basic Research Foundation, 01/2020-12/2022.

Teaching Experience

• Teaching Assistant, COMP 4332 (RMBI 4310): Big Data Mining, Spring 2015 & 2016, HKUST.
• Teaching Assistant, COMP 4311: Principles of Database Design, Fall 2015, HKUST.
• Teaching Assistant, COMP 5331: Knowledge Discovery and Data Mining, Fall 2014, HKUST.

Honors and Awards

• Postgraduate Scholarship, CSE Dept., HKUST.
• Outstanding Graduate from Beihang University, BUAA.