Zenglin Xu - Google Scholar

Cited by

	All	Since 2015
Citations	2790	1934
h-index	27	24
i10-index	56	46

580

290

145

435

2007200820092010201120122013201420152016201720182019202015 19 59 103 113 140 176 219 191 233 210 327 575 392

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
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
Shudong Huang (黄树东)Sichuan UniversityVerified email at scu.edu.cn
Yazhou RenAssociate Professor of Computer Science, University of Electronic Science and Technology of ChinaVerified email at uestc.edu.cn
Shandian ZheSchool of Computing, University of UtahVerified email at cs.utah.edu
Haiqin YANGPing An Life Insurance Co of China Ltd. & The Chinese University of Hong KongVerified email at ieee.org
Jinmian YeUniversity of Electronic Science and Technology of ChinaVerified email at std.uestc.edu.cn
Jianke ZhuProfessor of Computer Science, Zhejiang UniversityVerified email at zju.edu.cn
Kaizhu HuangProfessor of Electrical and Electronic Engineering, Xi'an Jiaotong Liverpool UniversityVerified email at xjtlu.edu.cn
Linnan WangBrown UniversityVerified email at brown.edu
Feng YanFacebookVerified email at fb.com
Bin LiuDepartment of Statistics & Actuarial Science, Hong Kong UniversityVerified email at hku.hk
Haoli BaiThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Wensheng WuAssociate Professor of Computer Science, USCVerified email at usc.edu
Steven C.H. HoiManaging Director of Salesforce Research Asia; IEEE Fellow; Professor at SMUVerified email at smu.edu.sg
Lirong HePh.D.Student, University of Electronic Science and Technology of ChinaVerified email at std.uestc.edu.cn
Guangxi LiPhD, University of Technology Sydney (UTS)Verified email at student.uts.edu.au
Yingming LiZhejiang UniversityVerified email at zju.edu.cn

Zenglin Xu

Harbin Institute of Technology, Shenzhen

Verified email at hit.edu.cn - Homepage

machine learning artificial intelligence knowledge graph health informatics


Title Sort by citations Sort by year Sort by title	Cited by 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	292	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	279	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	188	2009
Bayesian network technologies: applications and graphical models A Mittal IGI Global, 2007	121	2007
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	107	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	96	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	87	2011
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 Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of …, 2018	73	2018
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	73	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	69	2009
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	59	2008
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
Low-rank kernel learning for graph-based clustering Z Kang, L Wen, W Chen, Z Xu Knowledge-Based Systems 163, 510-517, 2019	53	2019
Robust graph learning from noisy data Z Kang, H Pan, SCH Hoi, Z Xu IEEE transactions on cybernetics 50 (5), 1833-1843, 2020	48	2020
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	42	2016
Heavy-tailed symmetric stochastic neighbor embedding Z Yang, I King, Z Xu, E Oja Advances in neural information processing systems, 2169-2177, 2009	39	2009
Distributed Flexible Nonlinear Tensor Factorization S Zhe, K Zhang, P Wang, K Lee, Z Xu, Z Qi, Yuan, Ghahramani Advances in Neural Information Processing Systems, 2016	37	2016
An effective approach to 3d deformable surface tracking J Zhu, SCH Hoi, Z Xu, MR Lyu European Conference on Computer Vision, 766-779, 2008	37	2008
Self-weighted multi-view clustering with soft capped norm S Huang, Z Kang, Z Xu Knowledge-Based Systems 158, 1-8, 2018	36	2018
Unified spectral clustering with optimal graph Z Kang, C Peng, Q Cheng, Z Xu Thirty-Second AAAI Conference on Artificial Intelligence, 2018	35	2018

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