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Lei Yang
Lei Yang
School of Computer Science and Engineering, Sun Yat-Sen University
Verified email at connect.polyu.hk - Homepage
Title
Cited by
Cited by
Year
Alternating direction method of multipliers for a class of nonconvex and nonsmooth problems with applications to background/foreground extraction
L Yang, TK Pong, X Chen
SIAM Journal on Imaging Sciences 10 (1), 74-110, 2017
1372017
A fixed point iterative method for low n-rank tensor pursuit
L Yang, ZH Huang, X Shi
IEEE Transactions on Signal Processing 61 (11), 2952-2962, 2013
502013
A fast globally linearly convergent algorithm for the computation of Wasserstein barycenters
L Yang, J Li, D Sun, KC Toh
Journal of Machine Learning Research 22 (21), 1-37, 2021
302021
Proximal gradient method with extrapolation and line search for a class of nonconvex and nonsmooth problems
L Yang
arXiv preprint arXiv:1711.06831, 2017
252017
A fixed point method for the linear complementarity problem arising from American option pricing
XJ Shi, L Yang, ZH Huang
Acta Mathematicae Applicatae Sinica, English Series 32 (4), 921-932, 2016
242016
An iterative algorithm for third-order tensor multi-rank minimization
L Yang, ZH Huang, S Hu, J Han
Computational optimization and applications 63, 169-202, 2016
222016
Alternating direction method of multipliers for nonconvex background/foreground extraction
L Yang, TK Pong, X Chen
arXiv preprint arXiv:1506.07029 1 (5), 5, 2015
212015
A nonmonotone alternating updating method for a class of matrix factorization problems
L Yang, TK Pong, X Chen
SIAM Journal on Optimization 28 (4), 3402-3430, 2018
162018
Bregman proximal point algorithm revisited: A new inexact version and its inertial variant
L Yang, KC Toh
SIAM Journal on Optimization 32 (3), 1523-1554, 2022
142022
Minimum n-rank approximation via iterative hard thresholding
M Zhang, L Yang, ZH Huang
Applied Mathematics and Computation 256, 860-875, 2015
82015
An efficient implementable inexact entropic proximal point algorithm for a class of linear programming problems
HTM Chu, L Liang, KC Toh, L Yang
Computational Optimization and Applications 85 (1), 107-146, 2023
72023
A splitting augmented Lagrangian method for low multilinear-rank tensor recovery
L Yang, ZH Huang, YF Li
Asia-Pacific Journal of Operational Research 32 (01), 1540008, 2015
72015
Contrastive Deep Nonnegative Matrix Factorization for Community Detection
Y Li, J Chen, C Chen, L Yang, Z Zheng
arXiv preprint arXiv:2311.02357, 2023
22023
An inexact Bregman proximal gradient method and its inertial variant
L Yang, KC Toh
arXiv e-prints, arXiv: 2109.05690, 2021
22021
Sparse Solutions of a Class of Constrained Optimization Problems
L Yang, X Chen, S Xiang
arXiv preprint arXiv:1907.00880, 2019
22019
First-order splitting algorithms for nonconvex matrix optimization problems
L Yang
Hong Kong Polytechnic University, 2017
22017
A Non-Monotone Tensor Method for Unconstrained Optimization Problems
X SHI, LEI YANG, Y ZHANG
WSEAS TRANSACTIONS on MATHEMATICS 11 (11), 1006-1017, 2012
2*2012
Community-Aware Efficient Graph Contrastive Learning via Personalized Self-Training
Y Li, Y Hu, L Fu, C Chen, L Yang, Z Zheng
arXiv preprint arXiv:2311.11073, 2023
12023
A Corrected Inexact Proximal Augmented Lagrangian Method with a Relative Error Criterion for a Class of Group-quadratic Regularized Optimal Transport Problems
L Yang, L Liang, H Chu, KC Toh
arXiv preprint arXiv:2311.01976, 2023
12023
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