俞唯仁 - 南京理工大学 - 计算机科学与工程学院

个人简介

教授，博士生导师，国家青年人才计划项目入选者，英国帝国理工学院荣誉研究员（Honorary Fellow），英国高等教育学会Fellow of Higher Education Academy。主要研究兴趣包括：海量数据挖掘的高效算法、基于大规模图结构数据的高性能相似度检索、动态图流数据的实时分析，以及这些大数据处理技术在动态社交网络、Web查询、信息物理融合系统与物联网等方面的应用。2014至2016年，与Intel公司联合研究中心（ICRI）及日本NEC公司（欧洲研发部）从事智慧城市方面研究与伦敦泰晤士河智能感知水系统的大数据分析与管理。

研究领域

海量数据挖掘的高效算法、基于大规模图结构数据的高性能相似度检索、动态图流数据的实时分析，以及这些大数据处理技术在动态社交网络、Web查询、信息物理融合系统与物联网等方面的应用。

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

W. Yu, X. Lin, W. Zhang, J. Pei, J. McCann. SimRank*: Effective and scalable pairwise similarity search based on graph topology. The VLDB Journal, 28(3), pp. 401-426, 2019 W. Yu, and F. Wang. Fast Exact CoSimRank Search on Evolving and Static Graphs. The 27th International World Wide Web Conference (WWW '18). Lyon, France, pp. 599-608, 2018. X. Ren, C. Yu, W. Yu, S. Yang, X. Yang, J. McCann, and P. S. Yu. LoPub: High-Dimensional Crowdsourced Data Publication with Local Differential Privacy. IEEE Transactions on Information Forensics & Security (IEEE TIFS), pp. 2151-2166, 2018. W. Yu, X. Lin, W. Zhang, and J. McCann. Dynamical SimRank Assessment on Time-Varying Networks. The VLDB Journal. 79-104.2017. [PDF] W. Yu, and J. McCann. Random Walk with Restart over Dynamic Graphs. The 15th IEEE International Conference on Data Mining (IEEE ICDM '16). Barcelona, Spain, pp.589-598, 2016. [PDF] W. Yu, and J. McCann. Efficient Partial-Pairs SimRank Search on Large Graphs. The 41st International Conference on Very Large Data Base (VLDB '15). Hawaii, USA, pp. 569-580, 2015. [PDF] W. Yu, and J. McCann. High Quality Graph-Based Similarity Search. The 38th ACM SIGIR International Conference (ACM SIGIR '15). Santiago, Chile, pp. 83-93, 2015. [PDF] W. Yu, and J. McCann. Co-Simmate: Quick Retrieving All Pairwise Co-Simrank Scores. The 53rd Annual Meeting of the Association for Computational Linguistics. (ACL '15). Beijing, China, pp. 327-334, 2015. W. Yu, X. Lin, and W. Zhang. Fast Incremental SimRank on Link-Evolving Graphs. The 30th IEEE International Conference on Data Engineering (IEEE ICDE '14), Chicago, USA, pp. 304-315, 2014. [PDF] W. Yu, and J. McCann. Sig-SR: SimRank Search over Singular Graphs.The 37th ACM SIGIR International Conference (ACM SIGIR '14), Brisbane, Australia, pp. 859-863, 2014 W. Yu, X. Lin, W. Zhang, and J. McCann. Fast All-Pairs SimRank Assessment on Large Graphs and Bipartite Domains. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 27(7): 1810-1823, 2014. [PDF] W. Yu, X. Lin, and W. Zhang. Towards Efficient SimRank Computation on Large Networks. The 29th IEEE International Conference on Data Engineering (IEEE ICDE '13), Brisbane, Australia, pp. 601-612, 2013. [PDF] W. Yu, X. Lin, W. Zhang, L. Chang, and J Pei. More is Simpler: Effectively and Efficiently Assessing Node-Pair Similarities Based on Hyperlinks. The 40th International Conference on Very Large Data Base (VLDB '13), Hangzhou, China, pp. 13-24, 2013. [PDF] W. Yu, and X. Lin. IRWR: Incremental Random Walk with Restart. The 36th ACM SIGIR International Conference (ACM SIGIR '13), Dublin, Ireland, 2013 W. Yu, X. Lin, W. Zhang, Y. Zhang, and J. Le. SimFusion+: Extending SimFusion Towards Efficient Estimation on Large and Dynamic Networks. The 35th ACM SIGIR International Conference (ACM SIGIR '12), Portland, USA, pp. 365-374, 2012. [PDF]