Yuan, Ganzhao

14 publications

ICLR 2026 A Block Coordinate Descent Method for Nonsmooth Composite Optimization Under Orthogonality Constraints Ganzhao Yuan

ICLR 2025 ADMM for Nonconvex Optimization Under Minimal Continuity Assumption Ganzhao Yuan

ICLR 2025 ADMM for Structured Fractional Minimization Ganzhao Yuan

NeurIPS 2025 AlphaDecay: Module-Wise Weight Decay for Heavy-Tailed Balancing in LLMs Di He, Songjun Tu, Ajay Jaiswal, Li Shen, Ganzhao Yuan, Shiwei Liu, Lu Yin

NeurIPS 2025 MGUP: A Momentum-Gradient Alignment Update Policy for Stochastic Optimization Da Chang, Ganzhao Yuan

ICML 2024 Smoothing Proximal Gradient Methods for Nonsmooth Sparsity Constrained Optimization: Optimality Conditions and Global Convergence Ganzhao Yuan

AAAI 2023 Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence Ganzhao Yuan

ICML 2023 Coordinate Descent Methods for Fractional Minimization Ganzhao Yuan

CVPR 2019 A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem Ganzhao Yuan, Li Shen, Wei-Shi Zheng

CVPR 2017 A Matrix Splitting Method for Composite Function Minimization Ganzhao Yuan, Wei-Shi Zheng, Bernard Ghanem

AAAI 2017 An Exact Penalty Method for Binary Optimization Based on MPEC Formulation Ganzhao Yuan, Bernard Ghanem

ICML 2017 GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization Li Shen, Wei Liu, Ganzhao Yuan, Shiqian Ma

AAAI 2016 A Proximal Alternating Direction Method for Semi-Definite Rank Minimization Ganzhao Yuan, Bernard Ghanem

CVPR 2015 L0TV: A New Method for Image Restoration in the Presence of Impulse Noise Ganzhao Yuan, Bernard Ghanem