Multilevel thresholding for image segmentation through Bayesian particle swarm optimisation. - Yunzhi Jiang; Zhifeng Hao; Ganzhao Yuan; Zhenlun Yang (Int. J. Model. Identif. Control., 2012)

Low-Rank Mechanism: Optimizing Batch Queries under Differential Privacy. - Ganzhao Yuan; Zhenjie Zhang; Marianne Winslett; Xiaokui Xiao; Yin Yang 001; Zhifeng Hao (Proc. VLDB Endow., 2012)

Low-rank quadratic semidefinite programming. - Ganzhao Yuan; Zhenjie Zhang; Bernard Ghanem; Zhifeng Hao (Neurocomputing, 2013)

A primal method for multiple kernel learning. - Zhifeng Hao; Ganzhao Yuan; Xiaowei Yang 003; Zijie Chen (Neural Comput. Appl., 2013)

BILGO: Bilateral greedy optimization for large scale semidefinite programming. - Zhifeng Hao; Ganzhao Yuan; Bernard Ghanem (Neurocomputing, 2014)

ℓ0TV: A new method for image restoration in the presence of impulse noise. - Ganzhao Yuan; Bernard Ghanem (CVPR, 2015)

Optimizing Batch Linear Queries under Exact and Approximate Differential Privacy. - Ganzhao Yuan; Zhenjie Zhang; Marianne Winslett; Xiaokui Xiao; Yin Yang 001; Zhifeng Hao (ACM Trans. Database Syst., 2015)

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

Convex Optimization for Linear Query Processing under Approximate Differential Privacy. - Ganzhao Yuan; Yin Yang 001; Zhenjie Zhang; Zhifeng Hao (KDD, 2016)

Optimal Linear Aggregate Query Processing under Approximate Differential Privacy. - Ganzhao Yuan; Yin Yang 001; Zhenjie Zhang; Zhifeng Hao (CoRR, 2016)

An Exact Penalty Method for Binary Optimization Based on MPEC Formulation. - Ganzhao Yuan; Bernard Ghanem (AAAI, 2017)

A Matrix Splitting Method for Composite Function Minimization. - Ganzhao Yuan; Wei-Shi Zheng 001; Bernard Ghanem (CVPR, 2017)

GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization. - Li Shen 005; Wei Liu 005; Ganzhao Yuan; Shiqian Ma (ICML, 2017)

A Coordinate-wise Optimization Algorithm for Sparse Inverse Covariance Selection. - Ganzhao Yuan; Haoxian Tan; Wei-Shi Zheng 001 (CoRR, 2017)

High-Quality Exposure Correction of Underexposed Photos. - Qing Zhang 006; Ganzhao Yuan; Chunxia Xiao; Lei Zhu 003; Wei-Shi Zheng 001 (ACM Multimedia, 2018)

A Generalized Matrix Splitting Algorithm. - Ganzhao Yuan; Wei-Shi Zheng 001; Li Shen 008; Bernard Ghanem (CoRR, 2018)

A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem. - Ganzhao Yuan; Li Shen 008; Wei-Shi Zheng 001 (CVPR, 2019)

ℓ0TV: A Sparse Optimization Method for Impulse Noise Image Restoration. - Ganzhao Yuan; Bernard Ghanem (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

A Block Decomposition Algorithm for Sparse Optimization. - Ganzhao Yuan; Li Shen 008; Wei-Shi Zheng 001 (KDD, 2020)

Coordinate Descent Methods for DC Minimization. - Ganzhao Yuan (CoRR, 2021)

Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence. - Ganzhao Yuan (AAAI, 2023)

Coordinate Descent Methods for Fractional Minimization. - Ganzhao Yuan (ICML, 2023)

A Block Coordinate Descent Method for Nonsmooth Composite Optimization under Orthogonality Constraints. - Ganzhao Yuan (CoRR, 2023)

Smoothing Proximal Gradient Methods for Nonsmooth Sparsity Constrained Optimization: Optimality Conditions and Global Convergence. - Ganzhao Yuan (ICML, 2024)

Block Coordinate Descent Methods for Optimization under J-Orthogonality Constraints with Applications. - Di He; Ganzhao Yuan; Xiao Wang; Pengxiang Xu (CoRR, 2024)

ADMM for Nonconvex Optimization under Minimal Continuity Assumption. - Ganzhao Yuan (ICLR, 2025)

ADMM for Structured Fractional Minimization. - Ganzhao Yuan (ICLR, 2025)

Adaptive Accelerated Proximal Gradient Methods with Variance Reduction for Composite Nonconvex Finite-Sum Minimization. - Ganzhao Yuan (CoRR, 2025)

AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs. - Di He; Ajay Jaiswal; Songjun Tu; Li Shen 008; Ganzhao Yuan; Shiwei Liu 003; Lu Yin 006 (CoRR, 2025)