Ganzhao Yuan
9 papers · 2015–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Academic Marathon (10) π Conference Polyglot (4) π Cross-Pollinator (12) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
πΊ
Lone Wolf
(5)
Conferences
CVPR (3)
ICML (3)
ICLR (2)
AAAI (1)
Top co-authors
Keywords
coordinate descent
(3)
non-convex optimization
(2)
global convergence
(2)
convex optimization
(1)
principal component analysis
(1)
sparse coding
(1)
feature selection
(1)
convergence analysis
(1)
composite optimization
(1)
nonnegative matrix factorization
(1)
image denoising
(1)
dimension reduction
(1)
signal processing
(1)
canonical correlation analysis
(1)
total variation
(1)
image deblurring
(1)
nonsmooth optimization
(1)
convergence rate
(1)
alternating direction method of multiplier
(1)
operator splitting
(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 Fractional Minimization
ICML 2023
Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence
AAAI 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