Hanghang Tong

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Christos FaloutsosCMUVerified email at cs.cmu.edu
Jingrui HeUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Leman AkogluAssociate Professor, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Yuan YaoAssociate Professor, Nanjing UniversityVerified email at nju.edu.cn
Tina Eliassi-RadProfessor & President Joseph E. Aoun Chair, Northeastern UniversityVerified email at eliassi.org
Si ZhangMeta Platforms Inc.Verified email at fb.com
Liangyue LiAlibabaVerified email at amazon.com
Changshui ZhangDept. Automation, Tsinghua University, Beijing, ChinaVerified email at mail.tsinghua.edu.cn
Duen Horng ChauAssociate Professor, Georgia Institute of TechnologyVerified email at gatech.edu
Nan CaoIntelligent Big Data Visualization Lab @ Tongji UniversityVerified email at tongji.edu.cn
HongJiang Zhang (张宏江）Sourcecode CapitalVerified email at sourcecodecap.com
B. Aditya PrakashAssociate Professor, Georgia Institute of TechnologyVerified email at cs.cmu.edu
Brian GallagherComputer Scientist, Lawrence Livermore National LaboratoryVerified email at llnl.gov
Danai KoutraUniversity of Michigan, Ann ArborVerified email at umich.edu
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu
Lei ShiProfessor, School of Computer Science and Engineering, Beihang UniversityVerified email at buaa.edu.cn
Jia-Yu PanGoogle Inc.Verified email at google.com
Xing SuPhD, Software Engineer in AmazonVerified email at gradcenter.cuny.edu
Lei YingProfessor at the University of Michigan, Ann ArborVerified email at umich.edu
Spiros PapadimitriouRutgers UniversityVerified email at rutgers.edu

Hanghang Tong

University of Illinois at Urbana-Champaign

Verified email at illinois.edu - Homepage

Large Scale Data Mining Graph Mining Social Networks Healthcare Multimedia


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Data mining: concepts and techniques J Han, J Pei, H Tong Morgan kaufmann, 2022	59029	2022
Graph based anomaly detection and description: a survey L Akoglu, H Tong, D Koutra Data mining and knowledge discovery 29, 626-688, 2015	1527	2015
Fast random walk with restart and its applications H Tong, C Faloutsos, JY Pan IEEE ICDM, 2006	1344	2006
Graph convolutional networks: a comprehensive review S Zhang, H Tong, J Xu, R Maciejewski Computational Social Networks 6 (1), 1-23, 2019	793	2019
Activity recognition with smartphone sensors X Su, H Tong, P Ji Tsinghua science and technology 19 (3), 235-249, 2014	557	2014
Rolx: structural role extraction & mining in large graphs K Henderson, B Gallagher, T Eliassi-Rad, H Tong, S Basu, L Akoglu, ... Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	526	2012
Manifold-ranking based image retrieval J He, M Li, HJ Zhang, H Tong, C Zhang Proceedings of the 12th annual ACM international conference on Multimedia, 9-16, 2004	465	2004
Blur detection for digital images using wavelet transform H Tong, M Li, H Zhang, C Zhang 2004 IEEE international conference on multimedia and expo (ICME)(IEEE Cat …, 2004	417	2004
Random walk with restart: fast solutions and applications H Tong, C Faloutsos, JY Pan Knowledge and Information Systems 14, 327-346, 2008	393	2008
Center-piece subgraphs: problem definition and fast solutions H Tong, C Faloutsos Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	352	2006
Fast best-effort pattern matching in large attributed graphs H Tong, C Faloutsos, B Gallagher, T Eliassi-Rad Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	337	2007
Gelling, and melting, large graphs by edge manipulation H Tong, BA Prakash, T Eliassi-Rad, M Faloutsos, C Faloutsos Proceedings of the 21st ACM international conference on Information and …, 2012	279	2012
It's who you know: graph mining using recursive structural features K Henderson, B Gallagher, L Li, L Akoglu, T Eliassi-Rad, H Tong, ... Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	272	2011
Final: Fast attributed network alignment S Zhang, H Tong Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016	249	2016
Using ghost edges for classification in sparsely labeled networks B Gallagher, H Tong, T Eliassi-Rad, C Faloutsos Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	206	2008
Centralities in large networks: Algorithms and observations U Kang, S Papadimitriou, J Sun, H Tong Proceedings of the 2011 SIAM international conference on data mining, 119-130, 2011	197	2011
Virus propagation on time-varying networks: Theory and immunization algorithms BA Prakash, H Tong, N Valler, M Faloutsos, C Faloutsos Joint European conference on machine learning and knowledge discovery in …, 2010	195	2010
Big-align: Fast bipartite graph alignment D Koutra, H Tong, D Lubensky 2013 IEEE 13th international conference on data mining, 389-398, 2013	185	2013
On the vulnerability of large graphs H Tong, BA Prakash, C Tsourakakis, T Eliassi-Rad, C Faloutsos, ... 2010 IEEE International Conference on Data Mining, 1091-1096, 2010	177	2010
Non-negative residual matrix factorization with application to graph anomaly detection H Tong, CY Lin Proceedings of the 2011 SIAM International Conference on Data Mining, 143-153, 2011	176	2011

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