Denny Zhou

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Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Lihong Li (李力鸿)AmazonVerified email at amazon.com
Olivier BousquetGoogleVerified email at m4x.org
Qiang LiuAssistant Professor of Computer Science, UT AustinVerified email at cs.utexas.edu
Nihar B. ShahML and CS departments, Carnegie Mellon UniversityVerified email at cs.cmu.edu
John C. PlattGoogleVerified email at google.com
Chong WangHead of AML Research at ByteDanceVerified email at cs.princeton.edu
Abdelrahman MohamedResearch scientist, Facebook AI ResearchVerified email at fb.com
Qihang LinThe University of IowaVerified email at uiowa.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Pushmeet KohliDeepMindVerified email at google.com
Rishabh SinghResearch Scientist, Google BrainVerified email at google.com
Christopher MeekPrinciple Researcher, Microsoft ResearchVerified email at microsoft.com
Thomas HofmannProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Yuchen ZhangPrincipal Researcher at MicrosoftVerified email at microsoft.com
Simon Shaolei DuAssistant Professor, School of Computer Science and Engineering, University of WashingtonVerified email at cs.washington.edu
Jianshu ChenTencent AI LabVerified email at ucla.edu
Yuval Peresyuvalperes.comVerified email at yuvalperes.com
Bin YUProfessor of Statistics and EECS, UC BerkeleyVerified email at stat.berkeley.edu
Yining WangAssistant professor, Warrington College of Business, University of FloridaVerified email at warrington.ufl.edu

Denny Zhou

Research Scientist, Google Brain

Verified email at google.com - Homepage

Machine Learning Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning with Local and Global Consistency. D Zhou, O Bousquet, TN Lal, J Weston, B Schölkopf Advances in neural information processing systems (NIPS) 16, 321-328, 2003	4362	2003
Recommender systems with social regularization H Ma, D Zhou, C Liu, MR Lyu, I King Proceedings of the fourth ACM international conference on Web search and …, 2011	1590	2011
Learning with hypergraphs: Clustering, classification, and embedding D Zhou, J Huang, B Schölkopf Advances in neural information processing systems (NIPS) 19, 1601, 2007	1022	2007
Ranking on data manifolds. D Zhou, J Weston, A Gretton, O Bousquet, B Schölkopf Advances in neural information processing systems (NIPS) 16, 169-176, 2003	871	2003
Semi-supervised graph-based hyperspectral image classification G Camps-Valls, TVB Marsheva, D Zhou IEEE Transactions on Geoscience and Remote Sensing 45 (10), 3044-3054, 2007	646	2007
Spectral clustering and transductive learning with multiple views D Zhou, CJC Burges Proceedings of the 24th international conference on Machine learning (ICML …, 2007	498	2007
Learning from labeled and unlabeled data on a directed graph D Zhou, J Huang, B Schölkopf Proceedings of the 22nd international conference on Machine learning (ICML …, 2005	482	2005
Evolutionary spectral clustering by incorporating temporal smoothness Y Chi, X Song, D Zhou, K Hino, BL Tseng Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	440	2007
Query suggestion using hitting time Q Mei, D Zhou, K Church Proceedings of the 17th ACM conference on Information and knowledge …, 2008	433	2008
Learning from the Wisdom of Crowds by Minimax Entropy. D Zhou, JC Platt, S Basu, Y Mao Advances in Neural Information Processing Systems (NIPS), 2204-2212, 2012	340	2012
Semi-supervised protein classification using cluster kernels J Weston, C Leslie, E Ie, D Zhou, A Elisseeff, WS Noble Bioinformatics 21 (15), 3241-3247, 2005	250	2005
Semi-supervised Learning on Directed Graphs. D Zhou, B Schölkopf, T Hofmann Advances in neural information processing systems (NIPS) 17, 1633-1640, 2004	243	2004
A regularization framework for learning from graph data D Zhou, B Schölkopf ICML Workshop on Statistical Relational Learning and Its Connections to …, 2004	238	2004
Spectral methods meet EM: A provably optimal algorithm for crowdsourcing Y Zhang, X Chen, D Zhou, MI Jordan arXiv preprint arXiv:1406.3824, 2014	231	2014
Neuro-symbolic program synthesis E Parisotto, A Mohamed, R Singh, L Li, D Zhou, P Kohli arXiv preprint arXiv:1611.01855, 2016	217	2016
Regularization on discrete spaces D Zhou, B Schölkopf Proceedings of the 27th DAGM Symposium, 361-368, 2005	191	2005
On evolutionary spectral clustering Y Chi, X Song, D Zhou, K Hino, BL Tseng ACM Transactions on Knowledge Discovery from Data (TKDD) 3 (4), 1-30, 2009	165	2009
Protein ranking: from local to global structure in the protein similarity network J Weston, A Elisseeff, D Zhou, CS Leslie, WS Noble Proceedings of the National Academy of Sciences 101 (17), 6559-6563, 2004	155	2004
Learning from labeled and unlabeled data using random walks D Zhou, B Schölkopf Proceedings of the 26th DAGM Symposium, 237-244, 2004	147	2004
Breaking the curse of horizon: Infinite-horizon off-policy estimation Q Liu, L Li, Z Tang, D Zhou arXiv preprint arXiv:1810.12429, 2018	133	2018

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