Zenglin Xu
TitleCited byYear
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
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
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
Bayesian network technologies: applications and graphical models
A Mittal
IGI Global, 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
Online learning for group lasso
H Yang, Z Xu, I King, MR Lyu
Proceedings of the 27th International Conference on Machine Learning (ICML …, 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
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
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
Feature selection with particle swarms
Y Liu, Z Qin, Z Xu, X He
International Conference on Computational and Information Science, 425-430, 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
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
Heavy-tailed symmetric stochastic neighbor embedding
Z Yang, I King, Z Xu, E Oja
Advances in neural information processing systems, 2169-2177, 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
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
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
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
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
Low-rank kernel learning for graph-based clustering
Z Kang, L Wen, W Chen, Z Xu
Knowledge-Based Systems 163, 510-517, 2019
Unified spectral clustering with optimal graph
Z Kang, C Peng, Q Cheng, Z Xu
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
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Articles 1–20