Zenglin Xu

Cited by

	All	Since 2015
Citations	3190	2336
h-index	30	26
i10-index	68	58

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2007200820092010201120122013201420152016201720182019202015 19 59 103 112 141 176 216 192 238 213 325 571 787

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
Zhao Kang（康昭）Associate Professor, University of Electronic Science and Technology of China (电子科技大学)Verified email at uestc.edu.cn
Rong JinAlibaba GroupVerified email at cse.msu.edu
Yazhou RenAssociate Professor of Computer Science, University of Electronic Science and Technology of ChinaVerified email at uestc.edu.cn
Shudong Huang (黄树东)Sichuan UniversityVerified email at scu.edu.cn
Shandian ZheSchool of Computing, University of UtahVerified email at cs.utah.edu
Jinmian YeUniversity of Electronic Science and Technology of ChinaVerified email at std.uestc.edu.cn
Haiqin YANGPing An Life Insurance Co of China Ltd. & The Chinese University of Hong KongVerified email at ieee.org
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
Bin LiuCenter of Statistic Research, School of Statistics, Southwestern University of Finance & EconomicsVerified email at swufe.edu.cn
Feng YanFacebookVerified email at fb.com
Haoli BaiThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
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
Yongpan ShengResearch Assistant, Chongqing UniversityVerified email at cqu.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	312	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	285	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	190	2009
Bayesian network technologies: applications and graphical models A Mittal IGI Global, 2007	124	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	112	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	103	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	90	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	85	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	76	2015
Robust graph learning from noisy data Z Kang, H Pan, SCH Hoi, Z Xu IEEE transactions on cybernetics 50 (5), 1833-1843, 2020	75	2020
Low-rank kernel learning for graph-based clustering Z Kang, L Wen, W Chen, Z Xu Knowledge-Based Systems 163, 510-517, 2019	70	2019
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 20, 1641-1648, 2007	59	2007
Feature selection with particle swarms Y Liu, Z Qin, Z Xu, X He International Conference on Computational and Information Science, 425-430, 2004	56	2004
Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition J Ye, L Wang, G Li, D Chen, S Zhe, X Chu, Z Xu The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018	50	2018
Auto-weighted multi-view clustering via kernelized graph learning S Huang, Z Kang, IW Tsang, Z Xu Pattern Recognition 88, 174-184, 2019	48	2019
Unified spectral clustering with optimal graph Z Kang, C Peng, Q Cheng, Z Xu arXiv preprint arXiv:1711.04258, 2017	46	2017
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	45	2016
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	43	2016
Heavy-tailed symmetric stochastic neighbor embedding Z Yang, I King, Z Xu, E Oja Advances in neural information processing systems, 2169-2177, 2009	41	2009

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