Ganzhao Yuan
9 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Half
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Interdisciplinary Bridge ยท Silver
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Hot Topic Early Bird
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Lone Wolf
(5)
Top co-authors
Research topics
Keywords
non-convex optimization
(4)
alternating direction method of multiplier
(3)
coordinate descent
(3)
convergence analysis
(2)
convergence rate
(2)
oracle complexity
(2)
global convergence
(2)
proximal gradient method
(2)
fractional minimization
(2)
feature selection
(1)
signal processing
(1)
dimension reduction
(1)
sparse principal component analysis
(1)
lyapunov function
(1)
sparse coding
(1)
image restoration
(1)
image denoising
(1)
image deblurring
(1)
composite optimization
(1)
principal component analysis
(1)
Papers
ADMM for Nonconvex Optimization under Minimal Continuity Assumption
ICLR 2025
ADMM for Structured Fractional Minimization
ICLR 2025
Smoothing Proximal Gradient Methods for Nonsmooth Sparsity Constrained Optimization: Optimality Conditions and Global Convergence
ICML 2024
Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence
AAAI 2023
Coordinate Descent Methods for Fractional Minimization
ICML 2023
A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem
CVPR 2019
A Matrix Splitting Method for Composite Function Minimization
CVPR 2017
GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization
ICML 2017
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise
CVPR 2015