Xiaoming Yuan
9 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (10) π Cross-Pollinator (13) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π£
Hot Topic Early Bird
Conferences
ICML (4)
JMLR (2)
CVPR (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
convex optimization
(4)
alternating direction method of multiplier
(4)
bi-level optimization
(2)
convergence analysis
(2)
sparse estimation
(1)
distributed optimization
(1)
value function
(1)
gradient descent
(1)
model pruning
(1)
interior-point method
(1)
precision matrix estimation
(1)
optimization theory
(1)
hyper-parameter optimization
(1)
high dimensional regression
(1)
image processing
(1)
linear convergence
(1)
adaptive algorithm
(1)
primal-dual method
(1)
proximal algorithm
(1)
adaptive optimization
(1)
Papers
GANQ: GPU-Adaptive Non-Uniform Quantization for Large Language Models
ICML 2025
FISTAPruner: Layer-wise Post-training Pruning for Large Language Models
EMNLP 2025
A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization
ICML 2021
Discerning the Linear Convergence of ADMM for Structured Convex Optimization through the Lens of Variational Analysis
JMLR 2020
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton
ICML 2020
Adaptive Consensus ADMM for Distributed Optimization
ICML 2017
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation
CVPR 2017
The flare Package for High Dimensional Linear Regression and Precision Matrix Estimation in R
JMLR 2015
Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing
NIPS 2015