王越


Email:yuewang sics.ac.cn


个人介绍

香港科技大学博士,本科毕业于北京航空航天大学。曾获北京航空航天大学优秀毕业生奖、香港科技大学研究奖学金,深圳市海外高层次C类人才(孔雀计划),龙舞华章计划高层次B类人才。主持项目包括国家自然科学基金项目青年科学基金项目, 广东省基础与应用基础研究基金联合基金青年基金项目。主要研究方向是图数据库,分布式并行图计算,增量图计算,异构图计算等。曾在SIGMOD,VLDB,ICDE,TKDE,VLDB J等国际数据库顶级会议及期刊发表论文10余篇。


研究方向

Graph algorithms 图算法

Heteogeneous graphs 异构图

Distributed computing 分布式计算


论文发表

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, 2021.

Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen: Optimizing DNN Computation Graph using Graph Substitutions. The 46th International Conference on Very Large Data Bases, 2020.

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, 2020.

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, 2020.

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, 2020.

Xun Jian, Yue Wang, Xiayu Lei, Libin Zheng, Lei Chen:SPARQL Rewriting: Towards Desired Results ACM Conference on Management of Data(SIGMOD 2020), June 14-19, 2020, Portland Oregon, USA

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, May 21-24, 2020, Jeju, South Korea.

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 IEEE International Conference on Data Engineering(ICDE 2020), April 20-24, 2020, Dallas, Texas, USA

Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Lei Chen, Jianchun Song:HowSim: A General and Effective Similarity Measure on Heterogeneous Information NetworksIEEE International Conference on Data Engineering(ICDE 2020), April 20-24, 2020, Dallas, Texas, USA

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, August 5-8, 2019, Kyoto Research Park, Kyoto, Japan.

Zijian Li, Lei Chen, Yue Wang: G*-Tree: An Efficient Spatial Index on Road Networks. The 35th International Conference on Data Engineering, 8-12 April 2019, Macau SAR, China.

Yue Wang, Xiang Lian, Lei Chen: Efficient SimRank Tracking in Dynamic Graphs. The 34th International Conference on Data Engineering, 16-19 April 2018, Paris, France.

Journal Publications

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, 2020.

Wenfei Fan, Kun He, Qian Li, Yue Wang: Graph Algorithms: Parallelization and Scalability. SCIENCE CHINA Information Sciences, 2020.

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 2019)

Yue Wang, Yulin Che, Xiang Lian, Lei Chen, Qiong Luo:Fast and Accurate SimRank Computation via Forward Local Push and Its Parallelizatio. IEEE Transactions on Knowledge and Data Engineering(TKDE 2020)

Yue Wang, Lei Chen, Yulin Che, Qiong Luo: Accelerating Pairwise SimRank Estimation over Static and Dynamic Graphs. The VLDB Journal, 28(1): 99-122, 2019.

Yue Wang, Xun Jian, Zhenhua Yang, Jia Li: Query Optimal k-Plex Based Community in Graphs. Data Science and Engineering, 2(4): 257-273, 2017.


获奖情况

      Postgraduate Scholarship, CSE Dept., HKUST, Annually (2014 – 2019).

      Outstanding Graduate from Beihang University, BUAA, Jun 2013.


近期项目

数据质量系统:

全球首个以规则自动发现为核心,规则与AI相结合的数据质量增强系统。该系统可自动分析和挖掘数据中的规则,并以此为基础完成数据查错、数据纠错、实体匹配、数据增强、数据标准化等任务。



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