Junchi Yang
10 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (10) π Academic Marathon (6)
πΊοΈ
Taxonomy Completionist
(15)
π
Keyword Champion
(3)
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
NIPS (5)
AISTATS (2)
EACL (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
minimax optimization
(6)
gradient descent ascent
(3)
stochastic gradient descent
(3)
convergence rate
(3)
variance reduction
(2)
convex optimization
(2)
gradient descent
(2)
nonconvex optimization
(2)
generative adversarial network
(1)
gradient-based algorithm
(1)
momentum method
(1)
data mixture
(1)
adaptive method
(1)
polyak-lojasiewicz condition
(1)
single-loop algorithm
(1)
gradient complexity
(1)
smoothness condition
(1)
proximal point
(1)
domain weighting
(1)
nonconvex-nonconcave minimax
(1)
Papers
Rethinking Data Mixture for Large Language Models: A Comprehensive Survey and New Perspectives
EACL 2026
Parameter-Agnostic Optimization under Relaxed Smoothness
AISTATS 2024
TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization
ICLR 2023
Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization
NIPS 2023
Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods
NIPS 2023
Faster Single-loop Algorithms for Minimax Optimization without Strong Concavity
AISTATS 2022
Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization
NIPS 2022
The complexity of nonconvex-strongly-concave minimax optimization
UAI 2021
Global Convergence and Variance Reduction for a Class of Nonconvex-Nonconcave Minimax Problems
NIPS 2020
A Catalyst Framework for Minimax Optimization
NIPS 2020