Yang Cai
14 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (10) π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (14)
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(24)
π
Triple Crown
β‘
Prolific Year
(5)
β
The Questioner
ποΈ
Keyword Collector
(53)
π
Century Club
(14)
π
Trend Setter
Conferences
NIPS (6)
COLT (3)
ICLR (2)
ICML (2)
AISTATS (1)
Top co-authors
Keywords
nash equilibrium
(4)
last-iterate convergence
(3)
multi-agent system
(3)
monotone game
(2)
markov game
(2)
convergence rate
(2)
game theory
(2)
optimistic gradient
(2)
online learning
(2)
policy optimization
(1)
belief state
(1)
imitation learning
(1)
gradient descent
(1)
partially observable markov decision process
(1)
reinforcement learning
(1)
markov decision process
(1)
polynomial regression
(1)
mechanism design
(1)
bandit feedback
(1)
linear regression
(1)
Papers
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games
ICLR 2025
On the Convergence of Min-Max Langevin Dynamics and Algorithm
COLT 2025
What Makes Treatment Effects Identifiable? Characterizations and Estimators Beyond Unconfoundedness (Extended Abstract)
COLT 2025
On Tractable $\Phi$-Equilibria in Non-Concave Games
NIPS 2024
Accelerated Algorithms for Constrained Nonconvex-Nonconcave Min-Max Optimization and Comonotone Inclusion
ICML 2024
Near-Optimal Policy Optimization for Correlated Equilibrium in General-Sum Markov Games
AISTATS 2024
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms
NIPS 2024
Provable Partially Observable Reinforcement Learning with Privileged Information
NIPS 2024
Doubly Optimal No-Regret Learning in Monotone Games
ICML 2023
Uncoupled and Convergent Learning in Two-Player Zero-Sum Markov Games with Bandit Feedback
NIPS 2023
Accelerated Single-Call Methods for Constrained Min-Max Optimization
ICLR 2023
Finite-Time Last-Iterate Convergence for Learning in Multi-Player Games
NIPS 2022
Learning Safe Policies with Expert Guidance
NIPS 2018
Optimum Statistical Estimation with Strategic Data Sources
COLT 2015