Jingwei Liang

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 24

Top Venues

CoRR

SIAM J. Optim.

J. Optim. Theory Appl.

NIPS

University of Caen Normandy, France (PHD)

Education History

University of Caen Normandy, France

PHD

Publications

Matthias J. Ehrhardt, Zeljko Kereta, Jingwei Liang, Junqi Tang
A Guide to Stochastic Optimisation for Large-Scale Inverse Problems. CoRR (2024)
Jingwei Liang, Clarice Poon
Variable Screening for Sparse Online Regression. J. Comput. Graph. Stat. 32 (1) (2023)
Bingxin Zhou, Yuanhong Jiang, Yuguang Wang, Jingwei Liang, Junbin Gao, Shirui Pan, Xiaoqun Zhang
Robust Graph Representation Learning for Local Corruption Recovery. WWW (2023)
Kaixuan Wei, Angelica I. Avilés-Rivero, Jingwei Liang, Ying Fu, Hua Huang, Carola-Bibiane Schönlieb
TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems. J. Mach. Learn. Res. 23 (2022)
Derek Driggs, Jingwei Liang, Carola-Bibiane Schönlieb
On Biased Stochastic Gradient Estimation. J. Mach. Learn. Res. 23 (2022)
Jingwei Liang, Tao Luo, Carola-Bibiane Schönlieb
Improving "Fast Iterative Shrinkage-Thresholding Algorithm": Faster, Smarter, and Greedier. SIAM J. Sci. Comput. 44 (3) (2022)
Bingxin Zhou, Yuanhong Jiang, Yu Guang Wang, Jingwei Liang, Junbin Gao, Shirui Pan, Xiaoqun Zhang
Graph Neural Network for Local Corruption Recovery. CoRR (2022)
Adrian S. Lewis, Jingwei Liang, Tonghua Tian
Partial Smoothness and Constant Rank. SIAM J. Optim. 32 (1) (2022)
Jingwei Liang, Clarice Poon
Screening for Sparse Online Learning. CoRR (2021)
Derek Driggs, Junqi Tang, Jingwei Liang, Mike E. Davies, Carola-Bibiane Schönlieb
A Stochastic Proximal Alternating Minimization for Nonsmooth and Nonconvex Optimization. SIAM J. Imaging Sci. 14 (4) (2021)
Kaixuan Wei, Angelica I. Avilés-Rivero, Jingwei Liang, Ying Fu, Carola-Bibiane Schönlieb, Hua Huang
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems. ICML (2020)
Kaixuan Wei, Angelica I. Avilés-Rivero, Jingwei Liang, Ying Fu, Carola-Bibiane Schönlieb, Hua Huang
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems. CoRR (2020)
Kaixuan Wei, Angelica I. Avilés-Rivero, Jingwei Liang, Ying Fu, Hua Huang, Carola-Bibiane Schönlieb
TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems. CoRR (2020)
Aritra Dutta, Filip Hanzely, Jingwei Liang, Peter Richtárik
Best Pair Formulation & Accelerated Scheme for Non-Convex Principal Component Pursuit. IEEE Trans. Signal Process. 68 (2020)
Aritra Dutta, Filip Hanzely, Jingwei Liang, Peter Richtárik
Best Pair Formulation & Accelerated Scheme for Non-convex Principal Component Pursuit. CoRR (2019)
Clarice Poon, Jingwei Liang
Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration. NeurIPS (2019)
Cesare Molinari, Jingwei Liang, Jalal Fadili
Convergence Rates of Forward-Douglas-Rachford Splitting Method. J. Optim. Theory Appl. 182 (2) (2019)
Jingwei Liang, Carola-Bibiane Schönlieb
Faster FISTA. EUSIPCO (2018)
Clarice Poon, Jingwei Liang, Carola-Bibiane Schoenlieb
Local Convergence Properties of SAGA/Prox-SVRG and Acceleration. ICML (2018)
Jingwei Liang, Jalal Fadili, Gabriel Peyré
Local Convergence Properties of Douglas-Rachford and Alternating Direction Method of Multipliers. J. Optim. Theory Appl. 172 (3) (2017)
Jingwei Liang, Jalal Fadili, Gabriel Peyré
Activity Identification and Local Linear Convergence of Forward-Backward-type Methods. SIAM J. Optim. 27 (1) (2017)
Jingwei Liang, Jalal Fadili, Gabriel Peyré
Convergence rates with inexact non-expansive operators. Math. Program. 159 (1-2) (2016)
Jingwei Liang, Jalal Fadili, Gabriel Peyré
A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization. NIPS (2016)
Jianjun Liu, Shaohua Zhang, Changzhi Wu, Jingwei Liang, Xiangyu Wang, Kok Lay Teo
A hybrid approach to constrained global optimization. Appl. Soft Comput. 47 (2016)
Jingwei Liang, Jalal Fadili, Gabriel Peyré, D. Russell Luke
Activity Identification and Local Linear Convergence of Douglas-Rachford/ADMM under Partial Smoothness. SSVM (2015)
Jingwei Liang, Xiaoqun Zhang
Decomposition. J. Math. Imaging Vis. 52 (3) (2015)
Jingwei Liang, Mohamed-Jalal Fadili, Gabriel Peyré
On the convergence rates of proximal splitting algorithms. ICIP (2014)
Jingwei Liang, Jalal Fadili, Gabriel Peyré
Local Linear Convergence of Forward-Backward under Partial Smoothness. NIPS (2014)
Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR (2014)
Jianxin Dai, Shuai Liu, Ming Chen, Jun Zhou, Jie Qi, Jingwei Liang
Robust Design of Coordinated Set Planning with the Non-Ideal Channel. KSII Trans. Internet Inf. Syst. 8 (5) (2014)
Jianxin Dai, Jingwei Liang, Ming Chen, Yang Li, Jun Zhou, Yang Zhou
Research on the cooperative BSs' number of coordinated Multi-Point Transmission with perfect feedback. WCSP (2013)
Zhiwu Li, Jingwei Liang, Yang Lu, Anrong Wang
A deadlock prevention method for FMS with multiple resource acquisitions. ICARCV (2004)

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Publication Activity (10 Years)

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Jingwei Liang