Yuan, Ganzhao

12 publications

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 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