Xiaojin Zhu

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	All	Since 2016
Citations	24924	11269
h-index	59	47
i10-index	159	105

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Co-authors

Andrew B. GoldbergPh.D., University of Wisconsin-Madison / Arcode CorporationVerified email at cs.wisc.edu
Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GoogleVerified email at eng.cam.ac.uk
Robert D NowakNosbusch Professor in Engineering and Wisconsin Institute for Discovery, UW-MadisonVerified email at ece.wisc.edu
Jun-Ming XuGoogleVerified email at wisc.edu
Timothy T. RogersProfessor of Psychology, University of Wisconsin-MadisonVerified email at wisc.edu
Roni RosenfeldProfessor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
David M. AndrzejewskiEngineering, Sumo LogicVerified email at wisc.edu
Kwang-Sung JunThe University of ArizonaVerified email at cs.arizona.edu
Paul BarfordProfessor of Computer Science, University of Wisconsin - MadisonVerified email at cs.wisc.edu
Amy BellmoreProfessor of Human Development, University of Wisconsin-MadisonVerified email at wisc.edu
charles kalishEmeritus Professor of Educational Psychology, university of Wisconsin MadisonVerified email at wisc.edu
Mark CravenProfessor of Biostatistics and Medical Informatics, University of WisconsinVerified email at biostat.wisc.edu
Charles R. DyerProfessor of Computer Science, University of Wisconsin - MadisonVerified email at cs.wisc.edu
Yuzhe MaUniversity of Wisconsin-MadisonVerified email at wisc.edu
Barton MillerVilas Distinguished Achievement Professor, University of Wisconsin-MadisonVerified email at cs.wisc.edu
Alexander WaibelCarnegie Mellon, KIT, Karlsruhe Institute of Technology, University of KarlsruheVerified email at cs.cmu.edu
Jie YangCarnegie Mellon UniversityVerified email at cs.cmu.edu
Xuezhou ZhangUniversity of Wisconsin-MadisonVerified email at cs.wisc.edu
Jurgen Van GaelFacebookVerified email at fb.com
AnHai DoanProfessor of Computer Science, University of Wisconsin-MadisonVerified email at cs.wisc.edu

Xiaojin Zhu

Professor in Computer Science at University of Wisconsin-Madison

Verified email at cs.wisc.edu - Homepage

Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Semi-supervised learning literature survey XJ Zhu University of Wisconsin-Madison Department of Computer Sciences, 2005	4178	2005
Semi-supervised learning using gaussian fields and harmonic functions X Zhu, Z Ghahramani, JD Lafferty Proceedings of the 20th International conference on Machine learning (ICML …, 2003	4068	2003
Introduction to semi-supervised learning X Zhu, AB Goldberg Synthesis lectures on artificial intelligence and machine learning 3 (1), 1-130, 2009	1819	2009
Learning from labeled and unlabeled data with label propagation X ZhuЃ, Z GhahramaniЃн	1387	2002
Semi-supervised learning with graphs X Zhu, J Lafferty, R Rosenfeld Carnegie Mellon University, language technologies institute, school of …, 2005	732	2005
Combining Active Learning and Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions X Zhu, J Lafferty, Z Ghahramani ICML 2003 workshop on The Continuum from Labeled to Unlabeled Data in …, 2003	561	2003
Incorporating domain knowledge into topic modeling via Dirichlet forest priors D Andrzejewski, X Zhu, M Craven Proceedings of the 26th annual international conference on machine learning …, 2009	462	2009
Seeing stars when there aren’t many stars: Graph-based semi-supervised learning for sentiment categorization AB Goldberg, X Zhu Proceedings of TextGraphs: The first workshop on graph based methods for …, 2006	403	2006
Learning from bullying traces in social media JM Xu, KS Jun, X Zhu, A Bellmore Proceedings of the 2012 conference of the North American chapter of the …, 2012	304	2012
A topic model for word sense disambiguation J Boyd-Graber, D Blei, X Zhu Proceedings of the 2007 joint conference on empirical methods in natural …, 2007	291	2007
Improving diversity in ranking using absorbing random walks X Zhu, AB Goldberg, J Van Gael, D Andrzejewski Human Language Technologies 2007: The Conference of the North American …, 2007	283	2007
Segmenting hands of arbitrary color X Zhu, J Yang, A Waibel Proceedings Fourth IEEE International Conference on Automatic Face and …, 2000	233	2000
Unlabeled data: Now it helps, now it doesn't A Singh, R Nowak, J Zhu Advances in neural information processing systems 21, 1513-1520, 2008	231	2008
Using machine teaching to identify optimal training-set attacks on machine learners S Mei, X Zhu Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015	226	2015
Transduction with matrix completion: Three birds with one stone A Goldberg, B Recht, J Xu, R Nowak, J Zhu Advances in neural information processing systems 23, 757-765, 2010	216	2010
Nonparametric transforms of graph kernels for semi-supervised learning J Zhu, J Kandola, Z Ghahramani, J Lafferty Advances in neural information processing systems 17, 1641-1648, 2004	215	2004
Corleone: hands-off crowdsourcing for entity matching C Gokhale, S Das, AH Doan, JF Naughton, N Rampalli, J Shavlik, X Zhu Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014	210	2014
Harmonic mixtures: combining mixture models and graph-based methods for inductive and scalable semi-supervised learning X Zhu, J Lafferty Proceedings of the 22nd international conference on Machine learning, 1052-1059, 2005	208	2005
Semi-supervised learning X Zhou, M Belkin Academic Press Library in Signal Processing 1, 1239-1269, 2014	206	2014
Kernel conditional random fields: representation and clique selection J Lafferty, X Zhu, Y Liu Proceedings of the twenty-first international conference on Machine learning, 64, 2004	206	2004

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