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AI 2000 Data Mining Most Influential Scholars

The 2020 AI 2000 Most Influential Scholars in Data Mining are the top 10 most cited scholars from the top venues of this field over the past 10 years (2009–2019). The top 11–100 most cited scholars are recognized as AI 2000 Most Influential Scholars Honorable Mention. The identified top venues of this field are ACM SIGKDD International Conference on Knowledge Discovery and Data Mining(KDD) and ACM International Conference on Web Search and Data Mining(WSDM), which published 3788 papers authored by 9426 scholars between 2009 and 2019.
Chinese
Overseas Chinese
Multi journal / conference

Most Influential Scholars

Jure Leskovec

Associate Professor

Computer Science Department, Stanford University

United States

Total citations of the selected papers: 13664
views: -h-index: 106#Paper: 310#Citation: 70267
Carlos Guestrin

Professor

Computer Science & Engineering, University of Washington/Apple/Paul G. Allen School of Computer Science & Engineering, University of Washington

United States

Total citations of the selected papers: 6957
views: -h-index: 77#Paper: 223#Citation: 38206
Jiawei Han

Professor

Department of Computer Science, University of Illinois at Urbanan

United States

Total citations of the selected papers: 4496
views: -h-index: 175#Paper: 1247#Citation: 183330
views: -h-index: 20#Paper: 53#Citation: 10620
Christos Faloutsos

Professor

Dept. of Computer Science, Carnegie Mellon University

United States

Total citations of the selected papers: 3653
views: -h-index: 123#Paper: 795#Citation: 90335
views: -h-index: 42#Paper: 168#Citation: 12793
Philip S. Yu

Professor

University of Illinois at Chicago

United States

Total citations of the selected papers: 3505
views: -h-index: 132#Paper: 860#Citation: 76077
Yajun Wang

Principal Applied Scientist

Microsoft Bing Advertisement Division

United States

Total citations of the selected papers: 3364
views: -h-index: 25#Paper: 59#Citation: 6034
Jie Tang

Professor

Department of Computer Science and Technology, Tsinghua University

China

Total citations of the selected papers: 3353
views: -h-index: 61#Paper: 529#Citation: 15170
views: -h-index: 70#Paper: 203#Citation: 25796

Most Influential Scholars Honorable Mention

Jimeng Sun

Professor

Department of Computer Science, University of Illinois Urbana-Champaign

United States

Total citations of the selected papers: 3140
views: -h-index: 59#Paper: 284#Citation: 13511
views: -h-index: 24#Paper: 64#Citation: 4309
views: -h-index: 59#Paper: 141#Citation: 93782
views: -h-index: 25#Paper: 33#Citation: 13007
views: -h-index: 17#Paper: 33#Citation: 5467
views: -h-index: 75#Paper: 404#Citation: 24592
Jieping Ye

Didi Chuxing/Department of Computational Medicine and Bioinformatics, University of Michigan/Department of Electrical Engineering and Computer Science, University of Michigan

China

Total citations of the selected papers: 2799
views: -h-index: 78#Paper: 460#Citation: 21141
views: -h-index: 7#Paper: 10#Citation: 3870
Jon M. Kleinberg

Professor

Department of Computer Science, Cornell University

United States

Total citations of the selected papers: 2717
views: -h-index: 112#Paper: 387#Citation: 98441
Huan Liu

Professor

Computer Science and Engineering, Arizona State University

United States

Total citations of the selected papers: 2708
views: -h-index: 104#Paper: 733#Citation: 54367
Bryan Perozzi

其他

Stony Brook University

United States

Total citations of the selected papers: 2683
views: -h-index: 15#Paper: 42#Citation: 4683
views: -h-index: 25#Paper: 109#Citation: 6159
Steven Skiena

Professor

Computer Science Department Stony Brook University

United States

Total citations of the selected papers: 2606
views: -h-index: 56#Paper: 311#Citation: 18113
views: -h-index: 51#Paper: 219#Citation: 9908
Jing Jiang

Associate Professor

School of Information Systems, Singapore Management University

Singapore

Total citations of the selected papers: 2548
views: -h-index: 38#Paper: 122#Citation: 10004
Ee-Peng Lim

Professor

School of Information Systems, Singapore Management University

Singapore

Total citations of the selected papers: 2542
views: -h-index: 55#Paper: 515#Citation: 16465
views: -h-index: 11#Paper: 27#Citation: 3806
Aditya Grover

Ph.D. Candidate

Stanford Artificial Intelligence Laboratory Statistical Machine Learning Group

United States

Total citations of the selected papers: 2448
views: -h-index: 10#Paper: 31#Citation: 3446
views: -h-index: 33#Paper: 104#Citation: 7102
views: -h-index: 48#Paper: 112#Citation: 21634
Yizhou Sun

Associate Professor

Department of Computer Science, University of California, Los Angeles

United States

Total citations of the selected papers: 2284
views: -h-index: 44#Paper: 180#Citation: 9220
views: -h-index: 6#Paper: 12#Citation: 2309
Jianshu Weng

Consultant

Accenture Analytics Innovation Center

United States

Total citations of the selected papers: 2241
views: -h-index: 15#Paper: 21#Citation: 4720
Sameer Singh

Assistant Professor

Department of Computer Science, University of California

United States

Total citations of the selected papers: 2217
views: -h-index: 27#Paper: 122#Citation: 8880
Marco Túlio Ribeiro

Research

Microsoft Research/Paul G. Allen School of Computer Science & Engineering, University of Washington

United States

Total citations of the selected papers: 2214
views: -h-index: 7#Paper: 27#Citation: 3739
Hui Xiong

Professor

Management Science and Information Systems Department Rutgers, the State University of New Jersey

United States

Total citations of the selected papers: 2207
views: -h-index: 64#Paper: 475#Citation: 15690
Eamonn Keogh

Professor

Computer Science & Engineering Department, University of California

United States

Total citations of the selected papers: 2174
views: -h-index: 93#Paper: 372#Citation: 42579
views: -h-index: 21#Paper: 46#Citation: 5980
Jake M. Hofman

Research Scientist

Microsoft Research

United States

Total citations of the selected papers: 2093
views: -h-index: 25#Paper: 40#Citation: 6571
views: -h-index: 110#Paper: 355#Citation: 90633
Eytan Bakshy

Principal Scientist

Facebook Core Data Science Team

United States

Total citations of the selected papers: 2001
views: -h-index: 16#Paper: 33#Citation: 6324
Carlos Castillo

Distinguished Research Professor

Universitat Pompeu Fabra

Spain

Total citations of the selected papers: 1986
views: -h-index: 55#Paper: 207#Citation: 14727
Jiliang Tang

助理教授

Department of Computer Science and Engineering, Michigan State University

United States

Total citations of the selected papers: 1888
views: -h-index: 50#Paper: 209#Citation: 11219
Aristides Gionis

Professor

KTH Royal Institute of Technology/Aalto University

Finland

Total citations of the selected papers: 1778
views: -h-index: 60#Paper: 264#Citation: 20317
views: -h-index: 3#Paper: 6#Citation: 1762
Nitesh V. Chawla

Professor

Computer Science and Engineering Department, University of Notre Dame

United States

Total citations of the selected papers: 1725
views: -h-index: 56#Paper: 368#Citation: 22471
Manuel Gomez Rodriguez

Tenure-track Faculty

Max Planck Institute for Software Systems

Germany

Total citations of the selected papers: 1663
views: -h-index: 25#Paper: 81#Citation: 4368
Peng Cui

Associate Professor

Department of Computer Science and Technology, Tsinghua University/Global Innovation Exchange, Tsinghua University

China

Total citations of the selected papers: 1648
views: -h-index: 35#Paper: 214#Citation: 5789
Hao Ma

Research Scientist Manager

Facebook AI

United States

Total citations of the selected papers: 1629
views: -h-index: 34#Paper: 132#Citation: 7968
views: -h-index: 26#Paper: 65#Citation: 5449
views: -h-index: 24#Paper: 133#Citation: 3534
Evgeniy Gabrilovich

Senior Research Scientist

Google Research

United States

Total citations of the selected papers: 1567
views: -h-index: 47#Paper: 142#Citation: 21106
Charu C. Aggarwal

Other

IBM T. J. Watson Research Center

United States

Total citations of the selected papers: 1546
views: -h-index: 104#Paper: 535#Citation: 54677
views: -h-index: 35#Paper: 88#Citation: 10514
Fosca Giannotti

Director of Research

Istituto di Scienza e Tecnologie dell’Informazione, National Research Council of Italy

Italy

Total citations of the selected papers: 1535
views: -h-index: 45#Paper: 281#Citation: 10539
Michael R. Lyu

Professor

Department of Computer Science and Engineering, The Chinese University of Hong Kong

China

Total citations of the selected papers: 1474
views: -h-index: 89#Paper: 667#Citation: 33567
Irwin King

Department of Computer Science and Engineering, The Chinese University of Hong Kong

China

Total citations of the selected papers: 1474
views: -h-index: 57#Paper: 373#Citation: 15493
Martin Ester

Professor

School of Computing Science, Simon Fraser University

Canada

Total citations of the selected papers: 1464
views: -h-index: 62#Paper: 245#Citation: 39478
David M. Blei

professor

Departments of Statistics and Computer Science, Columbia University

United States

Total citations of the selected papers: 1442
views: -h-index: 79#Paper: 268#Citation: 98967
Susan Dumais

Distinguished Scientist

Microsoft Research Lab, Redmond

United States

Total citations of the selected papers: 1421
views: -h-index: 104#Paper: 347#Citation: 63979
views: -h-index: 53#Paper: 175#Citation: 11982
Wenwu Zhu

Department of Computer Science and Technology, Tsinghua University

China

Total citations of the selected papers: 1419
views: -h-index: 65#Paper: 494#Citation: 18049
Laks V. S. Lakshmanan

Professor

Department of Computer Science, University of British Columbia

Canada

Total citations of the selected papers: 1406
views: -h-index: 68#Paper: 278#Citation: 17257
views: -h-index: 20#Paper: 59#Citation: 3689
views: -h-index: 37#Paper: 92#Citation: 12055
Jianyong Wang

Professor

Department of Computer Science and Technology, Tsinghua University

China

Total citations of the selected papers: 1337
views: -h-index: 49#Paper: 188#Citation: 14086
views: -h-index: 22#Paper: 102#Citation: 2506
Brian D. Davison

Associate Professor

Rossin College of Engineering and Applied Science, Lehigh University

United States

Total citations of the selected papers: 1308
views: -h-index: 42#Paper: 179#Citation: 7662
Lars Schmidt-Thieme

Professor

Information Systems and Machine Learning Lab, University of Hildesheim

Germany

Total citations of the selected papers: 1289
views: -h-index: 38#Paper: 254#Citation: 9642
Amit Goyal

PhD Student

Department of Computer Science University of British Columbia

Canada

Total citations of the selected papers: 1272
views: -h-index: 12#Paper: 16#Citation: 2847
views: -h-index: 23#Paper: 63#Citation: 6114
Rakesh Agrawal

Member, National Academy of Engineering ACM Fellow, IEEE Fellow

United States

Total citations of the selected papers: 1167
views: -h-index: 97#Paper: 480#Citation: 117478
Alan Halverson

Professor

Computer Sciences Department, University of Wisconsin-Madison

United States

Total citations of the selected papers: 1167
views: -h-index: 12#Paper: 24#Citation: 1804
views: -h-index: 12#Paper: 37#Citation: 1764
Abdullah Mueen

Assistant Professor

Department of Computer Science, University of New Mexico

United States

Total citations of the selected papers: 1164
views: -h-index: 23#Paper: 82#Citation: 4438
Hanghang Tong

Associate Professor

Department of Computer Science, University of Illinois at Urbana-Champaign

United States

Total citations of the selected papers: 1157
views: -h-index: 45#Paper: 267#Citation: 8887
Wei Fan

其他

Tencent Medical AI Lab

China

Total citations of the selected papers: 1155
views: -h-index: 55#Paper: 278#Citation: 15124
Qiaozhu Mei

School of Information Department of Electrical Engineering and Computer Science, University of Michigan

United States

Total citations of the selected papers: 1154
views: -h-index: 50#Paper: 174#Citation: 12419
views: -h-index: 15#Paper: 48#Citation: 2847
Chengxiang Zhai

Professor

University of Illinois at Urbana-Champaign

United States

Total citations of the selected papers: 1149
views: -h-index: 83#Paper: 447#Citation: 31667
views: -h-index: 66#Paper: 252#Citation: 18047
Marcelo Mendoza

Professor

Department of Informatics, Universidad Técnica Federico Santa María

United States

Total citations of the selected papers: 1123
views: -h-index: 16#Paper: 68#Citation: 4270
Barbara Poblete

Associate Professor

Department of Computer Science, University of Chile

United States

Total citations of the selected papers: 1123
views: -h-index: 17#Paper: 63#Citation: 3617
views: -h-index: 33#Paper: 95#Citation: 6220
Evimaria Terzi

Associate Professor

Computer Science Department MCS 280, Boston University

United States

Total citations of the selected papers: 1115
views: -h-index: 29#Paper: 124#Citation: 4333
Theodoros Lappas

Assistant Professor

Stevens Institute of Technology

United States

Total citations of the selected papers: 1094
views: -h-index: 16#Paper: 55#Citation: 1595
views: -h-index: 36#Paper: 111#Citation: 7383
Naren Ramakrishnan

Professor

Department of Computer Science, Virginia Tech

United States

Total citations of the selected papers: 1037
views: -h-index: 45#Paper: 456#Citation: 7203
views: -h-index: 13#Paper: 20#Citation: 2461
views: -h-index: 4#Paper: 5#Citation: 1212
Kevin P. Murphy

Google/Department of Computer Science, University of British Columbia

Canada

Total citations of the selected papers: 1027
views: -h-index: 75#Paper: 162#Citation: 43330
views: -h-index: 1#Paper: 1#Citation: 1027
views: -h-index: 3#Paper: 3#Citation: 1619
Guangzhong Sun

Associate Professor

中国科学技术大学网络空间安全学院/School of Information Science and Technology,University of Science and Technology of China  /School of Computer Science and Technology, University of Science and Technology of China

China

Total citations of the selected papers: 1013
views: -h-index: 21#Paper: 135#Citation: 4070
Jing Gao

Associate Professor

Department of Computer Science and Engineering, University at Buffalo

United States

Total citations of the selected papers: 1000
views: -h-index: 48#Paper: 240#Citation: 8926
views: -h-index: 79#Paper: 249#Citation: 40957
Xia Hu

Assistant Professor

Computer Science and Engineering, Texas A&M University

United States

Total citations of the selected papers: 987
views: -h-index: 37#Paper: 173#Citation: 6774
Yuxiao Dong

Senior Applied Scientist

Microsoft Research

United States

Total citations of the selected papers: 965
views: -h-index: 16#Paper: 73#Citation: 2139
U Kang

Assistant Professor

Department of Computer Science and Engineering, Seoul National University

United States

Total citations of the selected papers: 962
views: -h-index: 31#Paper: 120#Citation: 4618
views: -h-index: 19#Paper: 45#Citation: 3131