Concepedia

Xiaoming Yuan

XY

119

Publications

9K

Citations

44

H-Index

1995

Active since

Affiliations

Hong Kong Baptist University(Current)

Nanjing University

Southern University of Science and Technology

University of Hong Kong

Toronto Metropolitan University

Xiaoming Yuan is an author at Hong Kong Baptist University specializing in engineering, inverse problems, and numerical analysis.

Top concepts

EngineeringInverse ProblemsMathematical ProgrammingNumerical AnalysisApproximation TheoryConvex OptimizationComputer ScienceLinear ProgrammingImage AnalysisComputer Engineering

Publications per year

1995–2024

119

Publications

119

On the $O(1/n)$ Convergence Rate of the Douglas–Rachford Alternating Direction Method

Bingsheng He, Xiaoming Yuan · SIAM Journal on Numerical Analysis · 2012 · 917 citations

Numerical Analysis, Numerical Computation, Image Analysis +10

The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent

Caihua Chen, Bingsheng He, Yinyu Ye et al. · Mathematical Programming · 2014 · 734 citations

Mathematical Programming, Engineering, Direct Extension +7

Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations

Min Tao, Xiaoming Yuan · SIAM Journal on Optimization · 2011 · 474 citations

Numerical Analysis, Convex Relaxation Problem, Noisy Observations +15

Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization

Junfeng Yang, Xiaoming Yuan · Mathematics of Computation · 2012 · 419 citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +18

Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming

Bingsheng He, Min Tao, Xiaoming Yuan · SIAM Journal on Optimization · 2012 · 382 citations

Numerical Analysis, Mathematical Programming, Engineering +16

Rows per page

1–5 of 119