肖仰华,1980年9月出生,GDM@FUDAN负责人。于2009年获得
复旦大学计算软件理论博士学位。现任
复旦大学计算机科学技术学院教授、博导、兼任国内某领先互联网企业首席科学家。主要研究兴趣包括:
大数据管理与挖掘、图数据库、中文知识图谱等。曾访问美国
贝勒医学院人类基因组测序中心从事海量基因序列数据管理研究,受到
微软“铸星计划”支持访问
微软亚洲研究院从事十亿规模大图数据管理和知识图谱的研究工作。曾获得
中国计算机学会2010年度优秀博士论文
提名奖、教育部高校科研成果
二等奖。作为负责人或者联合负责人承担10多项各类国家课题与企业课题,受到国家自然科学基金委员会、教育部、微软、IBM、
中国电信集团等相关机构的资助。至今已经在相关领域顶级、知名国际期刊与会议发表论文30多篇。
主要科研成果
1. 在科研方面,以项目第一负责人承担包括国家自然科学基金青年基金、
复旦大学优秀青年基金、复旦211基金、教育部博士点新教师基金在内的多项。作为项目主要参与人,参与多项国家自然科学基金面上项目、
江苏省自然科学基金、IBM中国研究院基金、
微软亚洲研究院、
中国平安等多项企业资助项目。
2. 累积发表高质量科研论文30篇,多数发表包括
计算机学会A区及B区会议和SCI影响因子1.5以上的国际期刊。会议包括SIMOD、ICDE、EDBT、ICSE、CIKM、OOPSLA、COMPSAC、ICSM、ICWS等等。期刊包括 Plos One, Physical review E, Pattern Recognition.
3. 担任国家自然科学基金评审人,担任
江苏省自然科学基金审稿人。担任SCI期刊Frontier of Computer Science的青年副主编;常年担任一区学术会议SIGKDD,ICDE, WWW以及二区学术会议CIKM、ICDM以及其他重要国际会议包括WAIM、GDM等程序委员会委员;常年担任TKDE(Transaction ofKnowledge and Data Engineering),Knowledge andInformation System、Journal of Computer Science andTechnology(JCST),WWW Journal,的审稿人等。
4. 在SIGMOD12、Hotdb2011、Hotdb2012等重要国际会议做Tutorial;应
中国计算机学会、YOCSEF、
上海市科技协会、中科院上海计算所、
北京航空航天大学、北京大学、
微软亚洲研究院、IBM中国研究院等邀请,累积作特邀报告10多次。
5. 曾获2010 年度中国计算机学会优秀博士论文
提名奖、
复旦大学优秀博士论文奖, 教育部科研成果
二等奖6. 应邀访问美国
贝勒医学院人类基因组测序技术中心,从事海量生物序列数据处理方面的研究工作;受微软亚洲研究院“铸星计划”资助,访问微软亚洲研究院,从事大图数据管理研究和海量规模知识图谱研究工作。
精选论文
2017
Wanyun Cui,Yanghua Xiao*, Haixun Wang, Yangqiu Song, Seung-won Hwang, Wei Wang, KBQA: Learning Question Answering over QA Corpora and Knowledge Bases, (VLDB 2017),CCF Rank A Conference
Jiaqing Liang, Yi Zhang,Yanghua Xiao*, Haixun Wang, Wei Wang and Pinpin Zhu, On the Transitivity of Hypernym-hyponym Relations in Data-Driven Lexical Taxonomies, (AAAI 2017)CCF Rank A Conference
Jiaqing Liang,Yanghua Xiao*, Yi Zhang, Seung-Won Hwang and Haixun Wang, Graph-based Wrong IsA Relation Detection in a Large-scale Lexical Taxonomy, (AAAI 2017)CCF Rank A Conference
1.
Yanghua Xiao*
2.
Yanghua Xiao*
3.
Yanghua Xiao*
2016
Xiangyan Sun, Haixun Wang,Yanghua Xiao*, Zhongyuan Wang, Syntactic Parsing of Web Queries, (EMNLP 2016)CCF Rank B Conference
Hongbin Ma, Bin Shao,Yanghua Xiao, Liang Jeff Chen, Haixun Wang, G-
SQL: Fast Query Processing via Graph Exploration, (PVLDB) Vol 9, 2016CCF Rank A Conference
Bo Xu, Chenhao Xie, Yi Zhang,Yanghua Xiao*, Haixun Wang and Wei Wang, Learning Defining Features for Categories, (IJCAI 2016)CCF Rank A Conference
Wanyun Cui,Yanghua Xiao*, Wei Wang, KBQA: An Online Template Based Question Answering System over Freebase, (IJCAI 2016)CCF Rank A Conference
Bo Xu, Yi Zhang, Jiaqing Liang,Yanghua Xiao*, Seung-won Hwang and Wei Wang. Cross-Lingual Type Inference. (DASFAA 2016)CCF Rank B Conference
Wanyun Cui, Xiyou Zhou, Hangyu Lin,Yanghua Xiao*,Seungwon Hwang,Haixun Wang and Wei Wang,
动词 Pattern: A Probabilistic Semantic Representation on Verbs, (AAAI 2016)CCF Rank A Conference
1.
Yanghua Xiao*
2.
Yanghua Xiao
3.
Yanghua Xiao*
4.
Yanghua Xiao*
5.
Yanghua Xiao*
6.
Yanghua Xiao*
7.
2015
Towards Topic Following in Heterogeneous Information Networks, (ASONAM 2015)
An Inference Approach to Basic Level of Categorization, (CIKM 2015),CCF Rank B Conference
A Graph-based Recommendation
across Heterogeneous Domains, (CIKM 2015),CCF Rank B Conference
Xiangyan Sun,Yanghua Xiao, Haixun Wang, Wei Wang, On Conceptual Labeling of a Bag of Words, (IJCAI 2015),CCF Rank A Conference
Deqing Yang,Yanghua Xiao, An Integrated Tag Recommendation Algorithm Towards Weibo User Profiling, (DASFAA 2015),CCF Rank B Conference
Liangyue Li, Hanghang Tong,Yanghua Xiao, Fast Graph Kernel Tracking on Dynamic Graphs, (SDM 2015),CCF Rank B Conference
Hui Wang, Wanyun Cui,Yanghua Xiao*, Hanghang Tong, Robust Network Construction against Intentional Attack, (BigComp 2015),Invited Paper
1.
ASONAM 2015
2.
CIKM 2015
3.
CIKM 2015
4.
Yanghua Xiao
5.
Yanghua Xiao
6.
Yanghua Xiao
7.
Yanghua Xiao*
2014
Kezun Zhang,Yanghua Xiao*, Hanghang Tong, Haixun Wang, Wei Wang, WiiCluster: a
Platform for Wikipedia Infobox Generation, (CIKM 2014),CCF Rank B Conference
Wanyun Cui,Yanghua Xiao*, Haixun Wang, Wei Wang, Local Search of Communities in Large Graphs, (SIGMOD 2014),CCF Rank A Conference
Lu Wang,Yanghua Xiao*, Bin Shao, Haixun Wang, How to Partition a
billionNode Graph, (ICDE 2014), 7(1): 61-72,CCF Rank A Conference
Deqing Yang*,Yanghua Xiao, Yangqiu Song, Junjun Zhang, Kezun Zhang, Wei Wang, Tag Propagation Based Recommendation across Diverse Social Media, (WWW 2014),CCF Rank B Conference
Hui Wang, Jinyuan Huang, Xiaomin Xu,Yanghua Xiao*, Damage Attacks in Complex Networks,Physica A, 2014,SCI, IF=1.6
Lei Zou,Kun Xu, Jeffery Xu Yu, Lei Chen,Yanghua Xiao, Dongyan Zhao, Efficient Processing of Label-Constraint Reachability Queries in Large Graphs,Information System, Vol 40: 47-66 (2014)SCI, IF=1.8
1.
Yanghua Xiao*
2.
Yanghua Xiao*
3.
Yanghua Xiao*
4.
Yanghua Xiao
5.
Yanghua Xiao*
6.
Yanghua Xiao
2013
Zichao Qi,Yanghua Xiao*, Bin Shao, Haixun Wang, Toward a Distance Oracle for
billionNode Graphs, (PVLDB 2013), 7(1): 61-72,CCF Rank A Conference
Xiaomin Xu, Yiqi Lu, Sheng Huang,Yanghua Xiao*, and Wei Wang, Incremental Sensor Placement Optimization on
液态水 Network, (ECML/PKDD 2013), 467-482,CCF Rank B Conference
Wanyun Cui,Yanghua Xiao*, Haixun Wang, Yiqi Lu, Wei Wang, Online Search of Overalpping Communities, (SIGMOD 2013), 277-288,CCF Rank A Conference
Yaoliang Chen, Ji Hong, Wanyun Cui, Jacques Zaneveld, Wei Wang, Richard Gibbs,Yanghua Xiao*and Rui Chen*, CGAP-align: A High Performance
脱氧核糖核酸 Short Read Alignment Tool,Plos One, 2013, 8(4): e61033,SCI, IF=4
1.
Yanghua Xiao*
2.
Yanghua Xiao*
3.
Yanghua Xiao*
4.
Yanghua Xiao*
2012
Xiaomin Xu,Sheng Huang, Yanghua Xiao* and Wei Wang, SCuV: a novel Software Clustering and Visualization Tool, ACM conference on Systems, Programming, Languages and Applications: Software for Humanity (SPLASH 2012), CCF Rank A Conference
Deqing Yang, Yanghua Xiao*, Bo Xu, Hanghang Tong, Wei Wang, and Sheng Huang, Which Topic Will You Follow? Europen Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, (ECML/PKDD 2012)(Full Research Paper), Bristol, UK, 24-28 Sept. 2012CCF Rank B Conference
Sheng Huang , Xiaomin Xu, Yanghua Xiao*, Wei Wang, Cloud based Test Coverage Service, 2012 IEEE International Conference on Web Services (ICWS2012), CCF Rank B Conference
Sheng Huang, Yiqi Lu, Yanghua Xiao*, Wei Wang, Yu Wang, XMLSnippet: A XML Configuration Snippet Recommendation Tool for Coding Assistance,The 36th Annual IEEE Computer Software and Applications Conference (COMPSAC 2012)(Full Research Paper), Izimir, Turky, 16-20 July 2012, CCF Rank B Conference
Sheng Huang, Yiqi Lu, Yanghua Xiao*, Wei Wang, Mining Application Repository to Recommend
XML Configuration Snippets, IEEE International Conference on Software Engineering (ICSE 2012) (Demo), CCF Rank A Conference
Bin Shao, Haixun Wang, Yanghua Xiao, Managing and Mining Large Graphs: Systems and Implementations, ACM SIG on Data
管理学 (SIGMOD 2012)(Tutorial), CCF Rank A Conference
Yanghua xiao, Ji Hong, Wanyun Cui, Zhenying He, Wei Wang, Guodong Feng, Branch Code: An Efficient Labeling Scheme for Query Answering on Trees, IEEE 28th International Conference on Data Engineering(ICDE 2012) (Full Research paper), Arlington, Virginia USA, April 01-April 05, CCF Rank A Conference
Quan Shi, Yanghua Xiao*, Nik Bessis, Yiqi Lu, Yaoliang Chen, and Richard Hill, Optimizing K2 trees: A case for validating the maturity of network of practices, Computers \u0026
数学 with Applications, SCI, IF=1.5
1.
Yanghua Xiao*
2.
Yanghua Xiao*
3.
Yanghua Xiao*
4.
Yanghua Xiao*
5.
Yanghua Xiao*
6.
Yanghua Xiao
7.
ICDE 2012
8.
Yanghua Xiao*
2011
Xianmang He, Yanghua Xiao, Yujia Li, Qing Wang, Wei Wang, and Baile Shi: Dynamic Anonymization for Marginal Publication. (SSDBM 2011): Pages: 451-460,CCF Rank B Conference
Sheng Huang, Zhong Jie Li, Ying Liu, Jun Zhu, Yanghua Xiao, Wei Wang, "Regression Testing as a Service", 2011 IEEE International Conference on Web Services (ICWS2011), Pages 13-20, CCF Rank B Conference
Quan Shi, Bo Xu, Xiaomin Xu, Yanghua Xiao*, Wei Wang, and Hengshan Wang, Diversity of social ties in scientific collaboration networks, Physica A, Volume 390, Issues 23-24, 1 November 2011, Pages 4627-4635,SCI, IF=1.4, Most Read Papers of Physica A Links
Sheng Huang, Zhong Jie Li, Jun Zhu, Yanghua Xiao* and Wei Wang. A Novel Approach to Regression Test Selection for J2EE Applications. 27th IEEE International Conference on Software Maintenance (ICSM)(ICSM2011),Page 484-491, CCF Rank B Conference.
Kun Xu, Lei Zou, Jeffery Xu Yu, Lei Chen, Yanghua Xiao*, Dongyan Zhao. Answering Label-Constraint Reachability in Large Graphs. (CIKM2011), Pages 1595-1600,CCF Rank B Conference.
1.
Yanghua Xiao
2.
Yanghua Xiao
3.
Yanghua Xiao*
4.
Yanghua Xiao*
5.
Yanghua Xiao*
2010
Wentao Wu, Yanghua Xiao, Wei Wang, Zhenying He and Zhihui Wang, K-Symmetry Model for Identity Anonymization in Social Networks, 13th International Conference on Extending Database Technology (EDBT’10), CCF Rank B Conference.
Hua Dong , Li Luo , Shengjun Hong , Hoicheong Siu , Yanghua Xiao , Li Jin , Rui Chen and Momiao Xiong, Integrated analysis of mutations, miRNA and mRNA expression in glioblastoma, (
BMC Systems Biology), 2010, 4:163, SCI, IF=3.6
1.
Yanghua Xiao
2.
BMC Systems Biology
2009
Yanghua Xiao,Wentao Wu, JianPei, Wei Wang, Zhenying He, Efficiently Indexing Shortest Path by Exploiting Symmetry in Graphs. In Proceedings of the 12th International Conference on Extending Database Technology (EDBT'09), March 23-26, 2009, Saint-Petersburg, Russia. Comment from referees:” A pioneer work”, CCF Rank B Conference
1.
Yanghua Xiao
2008
Yanghua Xiao, Hua Dong, Wentao Wu, Momiao Xiong, Wei Wang,Baile Shi, Structure-based Graph Distance Measures of High Degree of Precision. Pattern Recognition, Vol 41, 2008, page: 3547 - 3561, SCI, IF=3
Yanghua Xiao, Wentao Wu, Wei Wang, Zhengying He. Efficient Algorithms for Node Disjoint Subgraph Homeomorphism Determination. In Proceedings of 13th International Conference on Database Systems for Advanced Applications (DASFAA'08), 2008 ,New Delhi, India . A full-length version is available at ArXiv0709.1227, CCF Rank B Conference.
Yanghua Xiao, Ben.D.MacArthur, Hui Wang, Momiao Xiong, Wei Wang. Network Quotients: Structural Skeletons of Complex Systems. Physical Review E, Vol 78,Page: 046102, 2008, Selected in October 15, 2008 issue of Virtual Journal of Biological Physics Research. Comment from referees of PRE: “……This manuscript makes a substantial contribution to the topic of finding the ‘structural skeleton’ of complex networks, a topic of considerable interest in the network science literature……”, SCI, IF=2.5
Yanghua Xiao, Wentao Wu, Hui Wang, Momiao Xiong, Wei Wang. Symmetry-based Structure Entropy of Complex Networks. Physica A, 2008, Vol.387, Page:2611-2619, SCI, IF=1.4
Yanghua Xiao, Momiao Xiong, Wei Wang, Hui Wang. Emergence of Symmetry in Complex Networks. Physical Review E, Vol.77, Issue.6, 2008, page: 066108, SCI, IF=2.5
1.
Yanghua Xiao
2.
Yanghua Xiao
3.
Yanghua Xiao
4.
Yanghua Xiao
5.
Yanghua Xiao
参考资料
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