Author

Ganzhao Yuan

Observed name: Yuan, Ganzhao

Institutions: Sun Yat-sen University, Shenzhen University of Advanced Technology

Observed institutions: Sun Yat-sen University, Peng Cheng Laboratory, Shenzhen University of Advanced Technology, King Abdullah University of Science and Technology, South China University of Technology

ORCID: 0000-0002-2239-7315

Observed ORCID: 0000-0002-2239-7315

OpenAlex ID: A5040011580

High-Quality Exposure Correction of Underexposed Photos

2018 · Qing Zhang, Ganzhao Yuan, et al. · ACM International Conference on Multimedia (ACM MM) · 130

TV: A Sparse Optimization Method for Impulse Noise Image Restoration

2017 · Ganzhao Yuan, Bernard Ghanem · IEEE Transactions on Pattern Analysis and Machine Intelligence · 95

Low-rank mechanism: optimizing batch queries under differential privacy

2012 · Ganzhao Yuan, Zhenjie Zhang, et al. · Proceedings of the VLDB Endowment · 82

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An Exact Penalty Method for Binary Optimization Based on MPEC Formulation

2017 · Ganzhao Yuan, Bernard Ghanem · Proceedings of the AAAI Conference on Artificial Intelligence · 52

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ℓ0TV: A new method for image restoration in the presence of impulse noise

2015 · Ganzhao Yuan, Bernard Ghanem · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 46

Binary Optimization via Mathematical Programming with Equilibrium Constraints

2016 · Yuan, Ganzhao, Ghanem, Bernard · arXiv (Cornell University) · 42

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Sparsity Constrained Minimization via Mathematical Programming with Equilibrium Constraints

2016 · Yuan, Ganzhao, Ghanem, Bernard · arXiv (Cornell University) · 25

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Optimizing Batch Linear Queries under Exact and Approximate Differential Privacy

2015 · Ganzhao Yuan, Zhenjie Zhang, et al. · ACM Transactions on Database Systems · 25

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MuonEq: Balancing Before Orthogonalization with Lightweight Equilibration

2026 · Chang, Da, Shi, Qiankun, et al. · arXiv (Cornell University) · 22

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Convex Optimization for Linear Query Processing under Approximate Differential Privacy

2016 · Ganzhao Yuan, Yin Yang, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 21

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A Block Decomposition Algorithm for Sparse Optimization

2020 · Ganzhao Yuan, Li Shen, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 11

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A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem

2019 · Ganzhao Yuan, Li Shen, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 10

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Multilevel thresholding for image segmentation through Bayesian particle swarm optimisation

2012 · Yunzhi Jiang, Zhifeng Hao, et al. · International Journal of Modelling Identification and Control · 10

A Proximal Alternating Direction Method for Semi-Definite Rank Minimization

2016 · Ganzhao Yuan, Bernard Ghanem · Proceedings of the AAAI Conference on Artificial Intelligence · 8

ADMM for Nonsmooth Composite Optimization under Orthogonality Constraints

2024 · Yuan, Ganzhao · arXiv (Cornell University) · 7

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L0TV: A Sparse Optimization Method for Impulse Noise Image Restoration

2018 · Yuan, Ganzhao, Ghanem, Bernard · arXiv (Cornell University) · 7

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A Hybrid Method of Combinatorial Search and Coordinate Descent for Discrete Optimization