Eric Xing

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	All	Since 2015
Citations	33757	22799
h-index	88	74
i10-index	328	288

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Amr AhmedSenior Staff Research Scientist, Google AIVerified email at google.com
Garth Alan GibsonPresident & CEO, Vector Institute; Consulting Professor of Computer Science, Carnegie MellonVerified email at vectorinstitute.ai
Jun ZhuProfessor of Computer Science, Tsinghua UniversityVerified email at mail.tsinghua.edu.cn
Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Mladen KolarThe University of Chicago, Booth School of BusinessVerified email at chicagobooth.edu
Jacob EisensteinGoogle ResearchVerified email at google.com
David BleiProfessor of Statistics and Computer Science, Columbia UniversityVerified email at columbia.edu
Avinava DubeyCarnegie Mellon UniversityVerified email at cs.cmu.edu
Edoardo M AiroldiProfessor of Statistics & Data Science, Temple University & PI, Harvard UniversityVerified email at fas.harvard.edu
Andre MartinsCarnegie Mellon University and Instituto Superior TecnicoVerified email at cs.cmu.edu
Li Fei-FeiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Gunhee KimAssociate Professor, Seoul National UniversityVerified email at snu.ac.kr
Mario A. T. FigueiredoInstituto de Telecomunicações; Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at ist.utl.pt
William W. CohenGoogle AIVerified email at google.com
Christos FaloutsosCMUVerified email at cs.cmu.edu
Pedro M. Q. AguiarInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ LisboaVerified email at isr.ist.utl.pt
Bin ZhaoProject Scientist, Machine Learning Department, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Chong WangHead of AML Research at ByteDanceVerified email at cs.princeton.edu
Steve HannekeToyota Technological Institute at ChicagoVerified email at ttic.edu

Eric Xing

Professor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon University

Verified email at cs.cmu.edu - Homepage

Machine Learning Optimization Statistics Social network Information Retrieval


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Distance metric learning with application to clustering with side-information EP Xing, MI Jordan, SJ Russell, AY Ng Advances in neural information processing systems, 521-528, 2003	3282	2003
Mixed membership stochastic blockmodels EM Airoldi, DM Blei, SE Fienberg, EP Xing Journal of machine learning research 9 (Sep), 1981-2014, 2008	1962	2008
Object bank: A high-level image representation for scene classification & semantic feature sparsification LJ Li, H Su, L Fei-Fei, EP Xing Advances in neural information processing systems, 1378-1386, 2010	1066	2010
Feature selection for high-dimensional genomic microarray data EP Xing, MI Jordan, RM Karp Icml 1, 601-608, 2001	828	2001
A latent variable model for geographic lexical variation J Eisenstein, B O’Connor, NA Smith, E Xing Proceedings of the 2010 conference on empirical methods in natural language …, 2010	753	2010
Toward controlled generation of text Z Hu, Z Yang, X Liang, R Salakhutdinov, EP Xing arXiv preprint arXiv:1703.00955, 2017	559*	2017
More effective distributed ml via a stale synchronous parallel parameter server Q Ho, J Cipar, H Cui, S Lee, JK Kim, PB Gibbons, GA Gibson, G Ganger, ... Advances in neural information processing systems, 1223-1231, 2013	511	2013
MedLDA: maximum margin supervised topic models J Zhu, A Ahmed, EP Xing the Journal of machine Learning research 13 (1), 2237-2278, 2012	464	2012
Joint latent topic models for text and citations RM Nallapati, A Ahmed, EP Xing, WW Cohen Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	457	2008
Tree-guided group lasso for multi-task regression with structured sparsity. S Kim, EP Xing ICML 2, 1, 2010	434	2010
Petuum: A new platform for distributed machine learning on big data EP Xing, Q Ho, W Dai, JK Kim, J Wei, S Lee, X Zheng, P Xie, A Kumar, ... IEEE Transactions on Big Data 1 (2), 49-67, 2015	412	2015
Graph-structured multi-task regression and an efficient optimization method for general fused lasso X Chen, S Kim, Q Lin, JG Carbonell, EP Xing arXiv preprint arXiv:1005.3579, 2010	400*	2010
Discrete temporal models of social networks S Hanneke, W Fu, EP Xing Electronic Journal of Statistics 4, 585-605, 2010	395	2010
Online detection of unusual events in videos via dynamic sparse coding B Zhao, L Fei-Fei, EP Xing CVPR 2011, 3313-3320, 2011	386	2011
Harnessing deep neural networks with logic rules Z Hu, X Ma, Z Liu, E Hovy, E Xing arXiv preprint arXiv:1603.06318, 2016	343	2016
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	320	2012
Race: Large-scale reading comprehension dataset from examinations G Lai, Q Xie, H Liu, Y Yang, E Hovy arXiv preprint arXiv:1704.04683, 2017	316	2017
Distributed cosegmentation via submodular optimization on anisotropic diffusion G Kim, EP Xing, L Fei-Fei, T Kanade 2011 international conference on computer vision, 169-176, 2011	305	2011
Theoretically principled trade-off between robustness and accuracy H Zhang, Y Yu, J Jiao, EP Xing, LE Ghaoui, MI Jordan arXiv preprint arXiv:1901.08573, 2019	302	2019
Deep kernel learning AG Wilson, Z Hu, R Salakhutdinov, EP Xing Artificial intelligence and statistics, 370-378, 2016	300	2016

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