时间:7.31下午2:30-4:30
地点:信息科学与工程学院105会议室
摘要:
Many real applications naturally use graph to model the relationships of entities, including social networks, World Wide Web, collaboration networks, and biology. Many fundamental research problems have been extensively studied due to the proliferation of graph applications. Among them, cohesive subgraph computation, which identifies a group of highly connected vertices, has received great attention from research communities and commercial organizations. A cohesive subgraph is key to graph structure analysis and a variety of cohesive subgraph models have been proposed. In this talk, I will introduce popular models for cohesive subgraphs and discuss their applications. I will also cover a few recent works of mine in cohesive subgraph computation.
报告人介绍:
张文杰,澳大利亚新南威尔士大学计算机科学与工程学院副教授,科研常务副院长。哈尔滨工业大学学士、硕士、新南威尔士大学博士。主要研究领域为大规模数据查询与处理,包括图数据、时空数据、不确定数据、流数据等。在包括SIGMOD, VLDB, ICDE, WWW, PODS, SIGIR, IJCAI, AAAI, CIKM, TODS, VLDBJ, TKDE等高水平学报和会议上发表论文130余篇,并获得DASFAA, APWeb/WAIM, ADC, WISE等会议最佳论文。目前担任IEEE TKDE副编辑,曾任ICDE 2019领域主席,CIKM 2019和CIKM 2015高级程序委员会成员,受邀担任40余个会议的程序委员会成员。