Hongyuan Zha

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Junchi YanFIET & Prof., Shanghai Jiao Tong University (2018-), RSM of IBM Research (2011-2018)Verified email at cs.sjtu.edu.cn
Zhenyue ZhangProfessor of Mathematics, Zhejiang UniversityVerified email at zju.edu.cn
Xiaokang YangFIEEE, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Horst SimonDeputy Laboratory Director, Lawrence Berkeley National LaboratoryVerified email at lbl.gov
Le SongBiomap, Mohamed bin Zayed University of Artificial IntelligenceVerified email at biomap.com
Chris H.Q. Ding （丁宏强）Chair Prof. Chinese Univ of Hong Kong, Shenzhen. Emeritus Prof. Univ of Texas.Verified email at cuhk.edu.cn
Hongteng Xu 许洪腾Associate Professor, Renmin University of ChinaVerified email at ruc.edu.cn
C Lee GilesPennsylvania State UniversityVerified email at psu.edu
Mehrdad FarajtabarResearch Scientist at AppleVerified email at apple.com
Ke ZhouTwitter Inc.Verified email at gatech.edu
Xiangfeng Wang 王祥丰MAIL, East China Normal UniversityVerified email at sei.ecnu.edu.cn
Stephen ChuResearch Staff Member, IBM T. J. Watson Research CenterVerified email at us.ibm.com
Shuang YangMachine Learning Engineer @ MetaVerified email at fb.com
Xiaojing YeAssociate Professor, Department of Mathematics & Statistics, Georgia State University, Atlanta, GAVerified email at gsu.edu
Bo JinSchool of Computer Science and Technology, East China Normal UniversityVerified email at cs.ecnu.edu.cn
Rakshit TrivediMassachusetts Institute of TechnologyVerified email at csail.mit.edu
Ya ZhangShanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Wei Zhang (张伟)Professor, School of Computer Science and Technology, East China Normal UniversityVerified email at cs.ecnu.edu.cn
Yi ChangJilin UniversityVerified email at acm.org
Tuo ZhaoAssistant Professor, Georgia TechVerified email at gatech.edu

Hongyuan Zha

The Chinese University of Hong Kong, Shenzhen

Verified email at cuhk.edu.cn

machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Principal manifolds and nonlinear dimensionality reduction via tangent space alignment Z Zhang, H Zha SIAM journal on scientific computing 26 (1), 313-338, 2004	2416	2004
10 The total least squares problem S Van Huffel, H Zha Elsevier 9, 377-408, 1993	2314	1993
A min-max cut algorithm for graph partitioning and data clustering CHQ Ding, X He, H Zha, M Gu, HD Simon Proceedings 2001 IEEE international conference on data mining, 107-114, 2001	1214	2001
Spectral relaxation for k-means clustering H Zha, X He, C Ding, M Gu, H Simon Advances in neural information processing systems 14, 2001	881	2001
Sensor positioning in wireless ad-hoc sensor networks using multidimensional scaling X Ji, H Zha IEEE INFOCOM 2004 4, 2652-2661, 2004	835	2004
R₁-PCA: rotational invariant L₁-norm principal component analysis for robust subspace factorization C Ding, D Zhou, X He, H Zha Proceedings of the 23rd international conference on Machine learning, 281-288, 2006	802	2006
Two supervised learning approaches for name disambiguation in author citations H Han, L Giles, H Zha, C Li, K Tsioutsiouliklis Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries …, 2004	533	2004
Bipartite graph partitioning and data clustering H Zha, X He, C Ding, H Simon, M Gu Proceedings of the tenth international conference on Information and …, 2001	508	2001
Automatic document metadata extraction using support vector machines H Han, CL Giles, E Manavoglu, H Zha, Z Zhang, EA Fox 2003 Joint Conference on Digital Libraries, 2003. Proceedings., 37-48, 2003	503	2003
Like like alike: joint friendship and interest propagation in social networks SH Yang, B Long, A Smola, N Sadagopan, Z Zheng, H Zha Proceedings of the 20th international conference on World wide web, 537-546, 2011	493	2011
Sequential recommendation with user memory networks X Chen, H Xu, Y Zhang, J Tang, Y Cao, Z Qin, H Zha Proceedings of the eleventh ACM international conference on web search and …, 2018	481	2018
Dyrep: Learning representations over dynamic graphs R Trivedi, M Farajtabar, P Biswal, H Zha International conference on learning representations, 2019	455	2019
Learning social infectivity in sparse low-rank networks using multi-dimensional hawkes processes K Zhou, H Zha, L Song Artificial Intelligence and Statistics, 641-649, 2013	426	2013
Finding the right facts in the crowd: factoid question answering over social media J Bian, Y Liu, E Agichtein, H Zha Proceedings of the 17th international conference on World Wide Web, 467-476, 2008	399	2008
Name disambiguation in author citations using a k-way spectral clustering method H Han, H Zha, CL Giles Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries …, 2005	386	2005
Generic summarization and keyphrase extraction using mutual reinforcement principle and sentence clustering H Zha Proceedings of the 25th annual international ACM SIGIR conference on …, 2002	382	2002
Functional matrix factorizations for cold-start recommendation K Zhou, SH Yang, H Zha Proceedings of the 34th international ACM SIGIR conference on Research and …, 2011	349	2011
Contour regression: a general approach to dimension reduction B Li, H Zha, F Chiaromonte	345	2005
Iknn: Informative k-nearest neighbor pattern classification Y Song, J Huang, D Zhou, H Zha, CL Giles European conference on principles of data mining and knowledge discovery …, 2007	336	2007
Co-ranking authors and documents in a heterogeneous network D Zhou, SA Orshanskiy, H Zha, CL Giles Seventh IEEE international conference on data mining (ICDM 2007), 739-744, 2007	335	2007

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