Wotao Yin

Research.com Recognitions

• 2026 - Research.com Engineering and Technology in China Leader Award
• 2025 - Research.com Engineering and Technology in China Leader Award
• 2009 - Fellow of Alfred P. Sloan Foundation

Overview

Best Publications

• A New Alternating Minimization Algorithm for Total Variation Image Reconstruction

  Yilun Wang;Junfeng Yang;Wotao Yin;Yin Zhang

  2507
  Citations

• An Iterative Regularization Method for Total Variation-Based Image Restoration

  Stanley J. Osher;Martin Burger;Donald Goldfarb;Jinjun Xu

  2339
  Citations

• Bregman Iterative Algorithms for $ll_1$-Minimization with Applications to Compressed Sensing

  Wotao Yin;Stanley Osher;Donald Goldfarb;Jerome Darbon

  1755
  Citations

• Iteratively reweighted algorithms for compressive sensing

  R. Chartrand;Wotao Yin

  1549
  Citations

• EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization

  Wei Shi;Qing Ling;Gang Wu;Wotao Yin

  1337
  Citations

• Global Convergence of ADMM in Nonconvex Nonsmooth Optimization

  Yu Wang;Wotao Yin;Jinshan Zeng

  1318
  Citations

• A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion

  Yangyang Xu;Wotao Yin

  1293
  Citations

• Fixed-Point Continuation for $ll_1$-Minimization: Methodology and Convergence

  Elaine T. Hale;Wotao Yin;Yin Zhang

  1068
  Citations

• A feasible method for optimization with orthogonality constraints

  Zaiwen Wen;Wotao Yin

  980
  Citations

• Solving a low-rank factorization model for matrix completion by a nonlinear successive over-relaxation algorithm

  Zaiwen Wen;Wotao Yin;Yin Zhang

  899
  Citations

• On the Linear Convergence of the ADMM in Decentralized Consensus Optimization

  Wei Shi;Qing Ling;Kun Yuan;Gang Wu

  892
  Citations

• On the Global and Linear Convergence of the Generalized Alternating Direction Method of Multipliers

  Wei Deng;Wotao Yin

  741
  Citations

• An efficient augmented Lagrangian method with applications to total variation minimization

  Chengbo Li;Wotao Yin;Hong Jiang;Yin Zhang

  723
  Citations

• A Fast Alternating Direction Method for TVL1-L2 Signal Reconstruction From Partial Fourier Data

  Junfeng Yang;Yin Zhang;Wotao Yin

  700
  Citations

• On the Convergence of Decentralized Gradient Descent

  Kun Yuan;Qing Ling;Wotao Yin

  680
  Citations

• Total variation models for variable lighting face recognition

  T. Chen;Wotao Yin;Xiang Sean Zhou;D. Comaniciu

  630
  Citations

• A Fast Algorithm for Edge-Preserving Variational Multichannel Image Restoration

  Junfeng Yang;Wotao Yin;Yin Zhang;Yilun Wang

  620
  Citations

• Denoising Prior Driven Deep Neural Network for Image Restoration

  Weisheng Dong;Peiyao Wang;Wotao Yin;Guangming Shi

  502
  Citations

• Parallel Multi-Block ADMM with o(1 / k) Convergence

  Wei Deng;Ming-Jun Lai;Zhimin Peng;Wotao Yin

  492
  Citations

• Alternating direction augmented Lagrangian methods for semidefinite programming

  Zaiwen Wen;Donald Goldfarb;Wotao Yin

  468
  Citations

• An efficient algorithm for compressed MR imaging using total variation and wavelets

  Shiqian Ma;Wotao Yin;Yin Zhang;A. Chakraborty

  458
  Citations