Shuyang Ling

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Blind Deconvolution

Top Venues

IEEE Trans. Inf. Theory

Publications

Li Guo, Keith W. Ross, Zifan Zhao, George Andriopoulos, Shuyang Ling, Yufeng Xu, Zixuan Dong
Cross Entropy versus Label Smoothing: A Neural Collapse Perspective. CoRR (2024)
Ziliang Samuel Zhong, Shuyang Ling
Improved theoretical guarantee for rank aggregation via spectral method. CoRR (2023)
Shuyang Ling
Solving orthogonal group synchronization via convex and low-rank optimization: tightness and landscape analysis. Math. Program. 200 (1) (2023)
Wanli Hong, Shuyang Ling
Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss with Imbalanced Data. CoRR (2023)
Shuyang Ling
Local Geometry Determines Global Landscape in Low-rank Factorization for Synchronization. CoRR (2023)
Shuyang Ling
Improved Performance Guarantees for Orthogonal Group Synchronization via Generalized Power Method. SIAM J. Optim. 32 (2) (2022)
Shuyang Ling
Generalized Power Method for Generalized Orthogonal Procrustes Problem: Global Convergence and Optimization Landscape Analysis. CoRR (2021)
Shuyang Ling
Near-Optimal Bounds for Generalized Orthogonal Procrustes Problem via Generalized Power Method. CoRR (2021)
Shaofeng Deng, Shuyang Ling, Thomas Strohmer
Strong Consistency, Graph Laplacians, and the Stochastic Block Model. J. Mach. Learn. Res. 22 (2021)
Shuyang Ling
Improved Performance Guarantees for Orthogonal Group Synchronization via Generalized Power Method. CoRR (2020)
Xiaodong Li, Yang Li, Shuyang Ling, Thomas Strohmer, Ke Wei
When do birds of a feather flock together? k-Means, proximity, and conic programming. Math. Program. 179 (1) (2020)
Shuyang Ling, Thomas Strohmer
Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering. Found. Comput. Math. 20 (3) (2020)
Shaofeng Deng, Shuyang Ling, Thomas Strohmer
Strong Consistency, Graph Laplacians, and the Stochastic Block Model. CoRR (2020)
Shuyang Ling
Solving Orthogonal Group Synchronization via Convex and Low-Rank Optimization: Tightness and Landscape Analysis. CoRR (2020)
Shuyang Ling
Near-Optimal Performance Bounds for Orthogonal and Permutation Group Synchronization via Spectral Methods. CoRR (2020)
Shuyang Ling, Ruitu Xu, Afonso S. Bandeira
On the Landscape of Synchronization Networks: A Perspective from Nonconvex Optimization. SIAM J. Optim. 29 (3) (2019)
Shuyang Ling, Thomas Strohmer
Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering. CoRR (2018)
Shuyang Ling, Thomas Strohmer
Self-Calibration and Bilinear Inverse Problems via Linear Least Squares. SIAM J. Imaging Sci. 11 (1) (2018)
Shuyang Ling, Thomas Strohmer
Regularized Gradient Descent: A Nonconvex Recipe for Fast Joint Blind Deconvolution and Demixing. CoRR (2017)
Shuyang Ling, Thomas Strohmer
Blind Deconvolution Meets Blind Demixing: Algorithms and Performance Bounds. IEEE Trans. Inf. Theory 63 (7) (2017)
Shuyang Ling, Thomas Strohmer
Self-Calibration via Linear Least Squares. CoRR (2016)
Xiaodong Li, Shuyang Ling, Thomas Strohmer, Ke Wei
Rapid, Robust, and Reliable Blind Deconvolution via Nonconvex Optimization. CoRR (2016)
Shuyang Ling, Thomas Strohmer
Simultaneous blind deconvolution and blind demixing via convex programming. ACSSC (2016)
Shuyang Ling, Thomas Strohmer
Self-Calibration and Biconvex Compressive Sensing. CoRR (2015)
Shuyang Ling, Thomas Strohmer
Blind Deconvolution Meets Blind Demixing: Algorithms and Performance Bounds. CoRR (2015)