Zenglin Xu - Google Scholar Citations

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	All	Since 2014
Citations	1976	1428
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Co-authors

Irwin KingThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Michael R. LyuProfessor of Computer Science & Engineering, The Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Rong JinAlibaba GroupVerified email at cse.msu.edu
Shandian ZheSchool of Computing, University of UtahVerified email at cs.utah.edu
Haiqin YANGHang Seng Management CollegeVerified email at ieee.org
Yazhou RenSchool of Computer Science and Engineering, University of Electronic Science and Technology of ChinaVerified email at uestc.edu.cn
Zhao Kang（康昭）Computer Science, University of Electronic Science and Technology of China (电子科技大学)Verified email at uestc.edu.cn
Jianke ZhuProfessor of Computer Science, Zhejiang UniversityVerified email at zju.edu.cn
Shudong HuangUniversity of Electronic Science & Technology of ChinaVerified email at std.uestc.edu.cn
Feng YanFacebookVerified email at fb.com
Kaizhu HuangProfessor of Electrical and Electronic Engineering, Xi'an Jiaotong Liverpool UniversityVerified email at xjtlu.edu.cn
Jinmian YeUniversity of Electronic Science and Technology of ChinaVerified email at std.uestc.edu.cn
Linnan WangBrown UniversityVerified email at brown.edu
Bin LiuDepartment of Statistics & Actuarial Science, Hong Kong UniversityVerified email at hku.hk
Wensheng WuAssociate Professor of Computer Science, USCVerified email at usc.edu
Jieping YeUniversity of MichiganVerified email at umich.edu
Lirong HePh.D.Student, University of Electronic Science and Technology of ChinaVerified email at std.uestc.edu.cn
Steven C.H. HoiManaging Director of Salesforce Research Asia; IEEE Fellow; Assoc Professor at SMUVerified email at smu.edu.sg
Yingming LiZhejiang UniversityVerified email at zju.edu.cn
Zhirong YangProfessor at Department of Computer Science, Norwegian University of Science and Technology (NTNU)Verified email at ntnu.no

Zenglin Xu

University of Electronic Science and Technology of China

Verified email at uestc.edu.cn - Homepage

machine learning artificial intelligence knowledge graph health informatics


Title	Cited by	Year
Discriminative semi-supervised feature selection via manifold regularization Z Xu, I King, MRT Lyu, R Jin IEEE Transactions on Neural networks 21 (7), 1033-1047, 2010	264	2010
Simple and efficient multiple kernel learning by group lasso Z Xu, R Jin, H Yang, I King, MR Lyu Proceedings of the 27th international conference on machine learning (ICML …, 2010	240	2010
An extended level method for efficient multiple kernel learning Z Xu, R Jin, I King, M Lyu Advances in neural information processing systems, 1825-1832, 2009	171	2009
Infinite Tucker decomposition: Nonparametric Bayesian models for multiway data analysis Z Xu, F Yan, Y Qi Proceedings of the 29th International Conference on Machine Learning(ICML-12 …, 2012	92	2012
Online learning for group lasso H Yang, Z Xu, I King, MR Lyu Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010	89	2010
Efficient sparse generalized multiple kernel learning H Yang, Z Xu, J Ye, I King, MR Lyu IEEE Transactions on neural networks 22 (3), 433-446, 2011	81	2011
Bayesian nonparametric models for multiway data analysis Z Xu, F Yan, Y Qi Pattern Analysis and Machine Intelligence, IEEE Transactions on 37 (2), 475-487, 2015	64	2015
Non-monotonic feature selection Z Xu, R Jin, J Ye, MR Lyu, I King Proceedings of the 26th Annual International Conference on Machine Learning …, 2009	64	2009
Feature selection with particle swarms Y Liu, Z Qin, Z Xu, X He International Conference on Computational and Information Science, 425-430, 2004	55	2004
Efficient convex relaxation for transductive support vector machine Z Xu, R Jin, J Zhu, I King, M Lyu Advances in neural information processing systems, 1641-1648, 2008	53	2008
Superneurons: dynamic GPU memory management for training deep neural networks L Wang, J Ye, Y Zhao, W Wu, A Li, SL Song, Z Xu, T Kraska ACM SIGPLAN Notices 53 (1), 41-53, 2018	38	2018
Heavy-tailed symmetric stochastic neighbor embedding Z Yang, I King, Z Xu, E Oja Advances in neural information processing systems, 2169-2177, 2009	36	2009
An effective approach to 3d deformable surface tracking J Zhu, SCH Hoi, Z Xu, MR Lyu European Conference on Computer Vision, 766-779, 2008	34	2008
BLASX: A High Performance Level-3 BLAS Library for Heterogeneous Multi-GPU Computing L Wang, W Wu, Z Xu, J Xiao, Y Yang ICS '16: Proceedings of the 2016 International Conference on Supercomputing, 2016	32	2016
Web page classification with heterogeneous data fusion Z Xu, I King, I King, I King, MR Lyu Proceedings of the 16th international conference on World Wide Web, 1171-1172, 2007	31	2007
A novel kernel-based maximum a posteriori classification method Z Xu, K Huang, J Zhu, I King, MR Lyu Neural Networks 22 (7), 977-987, 2009	30	2009
Robust metric learning by smooth optimization K Huang, R Jin, Z Xu, CL Liu Proceedings of Conference on Uncertainty in Artificial Intelligence (UAI-2010), 2010	26	2010
Scalable nonparametric multiway data analysis S Zhe, Z Xu, X Chu, Y Qi, Y Park Artificial Intelligence and Statistics, 1125-1134, 2015	24	2015
Adaptive regularization for transductive support vector machine Z Xu, R Jin, J Zhu, I King, M Lyu, Z Yang Advances in Neural Information Processing Systems, 2125-2133, 2009	23	2009
Smooth optimization for effective multiple kernel learning Z Xu, R Jin, S Zhu, MR Lyu, I King Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010	22	2010

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