Xifeng Yan

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Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Hong ChengProfessor, The Chinese University of Hong KongVerified email at se.cuhk.edu.hk
Feida ZhuSingapore Management UniversityVerified email at smu.edu.sg
ARIJIT KHANIEEE Senior Member, ACM Distinguished Speaker, Associate Professor, Aalborg UniversityVerified email at cs.aau.dk
Yizhou SunProfessor, Computer Science, UCLAVerified email at cs.ucla.edu
Shu TaoGoogleVerified email at google.com
Dong XinGoogleVerified email at google.com
Ziyu GuanXidian UniversityVerified email at xidian.edu.cn
Shengqi YangGoogleVerified email at google.com
YANG LIGoogleVerified email at google.com
Yinghui WuCase Western Reserve UniversityVerified email at case.edu
Jian PeiArthur S. Pearse Distinguished Professor, Duke UniversityVerified email at cs.sfu.ca
Karsten BorgwardtDirector, Max Planck Institute of BiochemistryVerified email at biochem.mpg.de
Deng CaiProfessor of Computer Science, Zhejiang UniversityVerified email at cad.zju.edu.cn
Yi ChenNew Jersey Institute of TechnologyVerified email at njit.edu
Xiaofei HeProfessor of Computer Science, Zhejiang UniversityVerified email at cad.zju.edu.cn
Gengxin MiaoUC Santa BarbaraVerified email at umail.ucsb.edu
Matt FredriksonCarnegie Mellon UniversityVerified email at cs.cmu.edu
Nan LiUniversity of California, Santa BarbaraVerified email at cs.ucsb.edu

Xifeng Yan

Professor, Computer Science, Univ. of California at Santa Barbara

Verified email at cs.ucsb.edu - Homepage

Artificial Intelligence Data Mining


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gspan: Graph-based substructure pattern mining X Yan, J Han 2002 IEEE International Conference on Data Mining, 2002. Proceedings., 721-724, 2002	3182	2002
Pathsim: Meta path-based top-k similarity search in heterogeneous information networks Y Sun, J Han, X Yan, PS Yu, T Wu Proceedings of the VLDB Endowment 4 (11), 992-1003, 2011	2221	2011
Frequent pattern mining: current status and future directions J Han, H Cheng, D Xin, X Yan Data mining and knowledge discovery 15 (1), 55-86, 2007	1934	2007
Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting S Li, X Jin, Y Xuan, X Zhou, W Chen, YX Wang, X Yan Advances in neural information processing systems 32, 2019	1731	2019
Clospan: Mining: Closed sequential patterns in large datasets X Yan, J Han, R Afshar Proceedings of the 2003 SIAM international conference on data mining, 166-177, 2003	1307	2003
Graph indexing: a frequent structure-based approach X Yan, PS Yu, J Han Proceedings of the 2004 ACM SIGMOD international conference on Management of …, 2004	979	2004
Closegraph: mining closed frequent graph patterns X Yan, J Han Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003	943	2003
Mining frequent patterns in data streams at multiple time granularities C Giannella, J Han, J Pei, X Yan, PS Yu Next generation data mining 212, 191-212, 2003	821	2003
SOBER: statistical model-based bug localization C Liu, X Yan, L Fei, J Han, SP Midkiff ACM SIGSOFT Software Engineering Notes 30 (5), 286-295, 2005	592	2005
Discriminative frequent pattern analysis for effective classification H Cheng, X Yan, J Han, CW Hsu 2007 IEEE 23rd international conference on data engineering, 716-725, 2006	503	2006
Mining coherent dense subgraphs across massive biological networks for functional discovery H Hu, X Yan, Y Huang, J Han, XJ Zhou Bioinformatics 21 (suppl_1), i213-i221, 2005	488	2005
Substructure similarity search in graph databases X Yan, PS Yu, J Han Proceedings of the 2005 ACM SIGMOD international conference on Management of …, 2005	454	2005
Mining significant graph patterns by leap search X Yan, H Cheng, J Han, PS Yu Proceedings of the 2008 ACM SIGMOD international conference on Management of …, 2008	453	2008
Statistical debugging: A hypothesis testing-based approach C Liu, L Fei, X Yan, J Han, SP Midkiff IEEE Transactions on software engineering 32 (10), 831-848, 2006	442	2006
Pathselclus: Integrating meta-path selection with user-guided object clustering in heterogeneous information networks Y Sun, B Norick, J Han, X Yan, PS Yu, X Yu ACM transactions on knowledge discovery from data (TKDD) 7 (3), 1-23, 2013	441	2013
Workload characterization and prediction in the cloud: A multiple time series approach A Khan, X Yan, S Tao, N Anerousis 2012 IEEE Network Operations and Management Symposium, 1287-1294, 2012	396	2012
TSP: Mining top-k closed sequential patterns P Tzvetkov, X Yan, J Han Knowledge and Information Systems 7, 438-457, 2005	309	2005
IncSpan: incremental mining of sequential patterns in large database H Cheng, X Yan, J Han Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	302	2004
Mining compressed frequent-pattern sets D Xin, J Han, X Yan, H Cheng Proceedings of the 31st international conference on Very large data bases …, 2005	298	2005
Synthesizing near-optimal malware specifications from suspicious behaviors M Fredrikson, S Jha, M Christodorescu, R Sailer, X Yan 2010 IEEE Symposium on Security and Privacy, 45-60, 2010	285	2010

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