Get started
Author

Xiaoming Yuan

On the $O(1/n)$ Convergence Rate of the Douglas–Rachford Alternating Direction Method
2012 · Bingsheng He, Xiaoming Yuan · SIAM Journal on Numerical Analysis · 881
The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent
2014 · Caihua Chen, Bingsheng He, et al. · Mathematical Programming · 711
Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations
2011 · Min Tao, Xiaoming Yuan · SIAM Journal on Optimization · 454
Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization
2012 · Junfeng Yang, Xiaoming Yuan · Mathematics of Computation · 401
Convergence Analysis of Primal-Dual Algorithms for a Saddle-Point Problem: From Contraction Perspective
2012 · Bingsheng He, Xiaoming Yuan · SIAM Journal on Imaging Sciences · 372
Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming
2012 · Bingsheng He, Min Tao, et al. · SIAM Journal on Optimization · 369
On non-ergodic convergence rate of Douglas–Rachford alternating direction method of multipliers
2014 · Bingsheng He, Xiaoming Yuan · Numerische Mathematik · 294
Solving Constrained Total-variation Image Restoration and Reconstruction Problems via Alternating Direction Methods
2010 · Michael K. Ng, Pierre Weiss, et al. · SIAM Journal on Scientific Computing · 266
A Note on the Alternating Direction Method of Multipliers
2012 · Deren Han, Xiaoming Yuan · Journal of Optimization Theory and Applications · 247
Constrained Total Variation Deblurring Models and Fast Algorithms Based on Alternating Direction Method of Multipliers
2013 · Raymond H. Chan, Min Tao, et al. · SIAM Journal on Imaging Sciences · 208
Matrix completion via an alternating direction method
2011 · C. Chen, B. He, et al. · IMA Journal of Numerical Analysis · 188
A Strictly Contractive Peaceman--Rachford Splitting Method for Convex Programming
2014 · Bingsheng He, Han Liu, et al. · SIAM Journal on Optimization · 168
On the Convergence of Primal-Dual Hybrid Gradient Algorithm
2014 · Bingsheng He, Yanfei You, et al. · SIAM Journal on Imaging Sciences · 136
On Full Jacobian Decomposition of the Augmented Lagrangian Method for Separable Convex Programming
2015 · Bingsheng He, Liusheng Hou, et al. · SIAM Journal on Optimization · 130
Local Linear Convergence of the Alternating Direction Method of Multipliers for Quadratic Programs
2013 · Deren Han, Xiaoming Yuan · SIAM Journal on Numerical Analysis · 118
Convergence Study on the Symmetric Version of ADMM with Larger Step Sizes
2016 · Bingsheng He, Feng Ma, et al. · SIAM Journal on Imaging Sciences · 115
The Linearized Alternating Direction Method of Multipliers for Dantzig Selector
2012 · Xiangfeng Wang, Xiaoming Yuan · SIAM Journal on Scientific Computing · 113
A splitting method for separable convex programming
2014 · B. He, M. Tao, et al. · IMA Journal of Numerical Analysis · 105
Generalized alternating direction method of multipliers: new theoretical insights and applications
2015 · Ethan X. Fang, Bingsheng He, et al. · Mathematical Programming Computation · 102
Coupled Variational Image Decomposition and Restoration Model for Blurred Cartoon-Plus-Texture Images With Missing Pixels
2013 · M. K. Ng, Xiaoming Yuan, et al. · IEEE Transactions on Image Processing · 96
Alternating Direction Method for Image Inpainting in Wavelet Domains
2011 · Raymond H. Chan, Junfeng Yang, et al. · SIAM Journal on Imaging Sciences · 96
Sparse and low-rank matrix decomposition via alternating direction method
2013 · Yuan, Xiaoming, Yang, Junfeng · HKBU Institutional Repository (Hong Kong Baptist University) · 94
On the convergence of the direct extension of ADMM for three-block separable convex minimization models with one strongly convex function
2016 · Xingju Cai, Deren Han, et al. · Computational Optimization and Applications · 93
Patterned Fabric Inspection and Visualization by the Method of Image Decomposition
2014 · Michael K. Ng, Henry Y. T. Ngan, et al. · IEEE Transactions on Automation Science and Engineering · 93
Solving Large-Scale Least Squares Semidefinite Programming by Alternating Direction Methods
2011 · Bingsheng He, Minghua Xu, et al. · SIAM Journal on Matrix Analysis and Applications · 89
Works count: 171
Citation count: 9,086
H-index: 44
I10-index: 118
Year
Topic
Type