Ganzhao Yuan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Coordinate Descent Method

Image Restoration

Top Venues

Publications

Di He, Ganzhao Yuan, Xiao Wang, Pengxiang Xu
Block Coordinate Descent Methods for Optimization under J-Orthogonality Constraints with Applications. CoRR (2024)
Ganzhao Yuan
A Block Coordinate Descent Method for Nonsmooth Composite Optimization under Orthogonality Constraints. CoRR (2023)
Ganzhao Yuan
Coordinate Descent Methods for Fractional Minimization. ICML (2023)
Ganzhao Yuan
Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence. AAAI (2023)
Ganzhao Yuan
Coordinate Descent Methods for Fractional Minimization. CoRR (2022)
Ganzhao Yuan
Coordinate Descent Methods for DC Minimization. CoRR (2021)
Ganzhao Yuan, Li Shen, Wei-Shi Zheng
A Block Decomposition Algorithm for Sparse Optimization. KDD (2020)
Ganzhao Yuan, Li Shen, Wei-Shi Zheng
A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem. CVPR (2019)
Ganzhao Yuan, Li Shen, Wei-Shi Zheng
A Block Decomposition Algorithm for Sparse Optimization. CoRR (2019)
Ganzhao Yuan, Bernard Ghanem
TV: A Sparse Optimization Method for Impulse Noise Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 41 (2) (2019)
Ganzhao Yuan, Li Shen, Wei-Shi Zheng
A Decomposition Algorithm for Sparse Generalized Eigenvalue Problem. CoRR (2018)
Ganzhao Yuan, Bernard Ghanem
TV: A Sparse Optimization Method for Impulse Noise Image Restoration. CoRR (2018)
Qing Zhang, Ganzhao Yuan, Chunxia Xiao, Lei Zhu, Wei-Shi Zheng
High-Quality Exposure Correction of Underexposed Photos. ACM Multimedia (2018)
Ganzhao Yuan, Wei-Shi Zheng, Li Shen, Bernard Ghanem
A Generalized Matrix Splitting Algorithm. CoRR (2018)
Li Shen, Wei Liu, Ganzhao Yuan, Shiqian Ma
GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization. ICML (2017)
Ganzhao Yuan, Bernard Ghanem
An Exact Penalty Method for Binary Optimization Based on MPEC Formulation. AAAI (2017)
Ganzhao Yuan, Haoxian Tan, Wei-Shi Zheng
A Coordinate-wise Optimization Algorithm for Sparse Inverse Covariance Selection. CoRR (2017)
Ganzhao Yuan, Wei-Shi Zheng, Bernard Ghanem
A Matrix Splitting Method for Composite Function Minimization. CVPR (2017)
Ganzhao Yuan, Bernard Ghanem
A Proximal Alternating Direction Method for Semi-Definite Rank Minimization. AAAI (2016)
Ganzhao Yuan, Yin Yang, Zhenjie Zhang, Zhifeng Hao
Convex Optimization for Linear Query Processing under Approximate Differential Privacy. KDD (2016)
Ganzhao Yuan, Yin Yang, Zhenjie Zhang, Zhifeng Hao
Optimal Linear Aggregate Query Processing under Approximate Differential Privacy. CoRR (2016)
Ganzhao Yuan, Bernard Ghanem
ℓ0TV: A new method for image restoration in the presence of impulse noise. CVPR (2015)
Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao
Optimizing Batch Linear Queries under Exact and Approximate Differential Privacy. CoRR (2015)
Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao
Optimizing Batch Linear Queries under Exact and Approximate Differential Privacy. ACM Trans. Database Syst. 40 (2) (2015)
Zhifeng Hao, Ganzhao Yuan, Bernard Ghanem
BILGO: Bilateral greedy optimization for large scale semidefinite programming. Neurocomputing 127 (2014)
Zhifeng Hao, Ganzhao Yuan, Xiaowei Yang, Zijie Chen
A primal method for multiple kernel learning. Neural Comput. Appl. 23 (3-4) (2013)
Ganzhao Yuan, Zhenjie Zhang, Bernard Ghanem, Zhifeng Hao
Low-rank quadratic semidefinite programming. Neurocomputing 106 (2013)
Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao
Low-Rank Mechanism: Optimizing Batch Queries under Differential Privacy. Proc. VLDB Endow. 5 (11) (2012)
Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao
Low-Rank Mechanism: Optimizing Batch Queries under Differential Privacy CoRR (2012)
Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao
Low Rank Mechanism for Optimizing Batch Queries under Differential Privacy CoRR (2012)
Yunzhi Jiang, Zhifeng Hao, Ganzhao Yuan, Zhenlun Yang
Multilevel thresholding for image segmentation through Bayesian particle swarm optimisation. Int. J. Model. Identif. Control. 15 (4) (2012)