Zhuqing Liu
8 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Cross-Pollinator (15) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π
Grand Slam
π₯
Unstoppable
(5)
Conferences
NIPS (3)
ICLR (2)
AAAI (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
communication complexity
(3)
stochastic optimization
(2)
multi-objective optimization
(2)
sample complexity
(2)
federated learning
(2)
distributed optimization
(1)
constrained optimization
(1)
gradient descent
(1)
variance reduction
(1)
bilevel optimization
(1)
client sampling
(1)
control variate
(1)
min-max optimization
(1)
pareto front
(1)
gradient descent ascent
(1)
multi-gradient descent
(1)
decentralized policy evaluation
(1)
minimax saddle point
(1)
bilevel learning
(1)
hypergradient descent
(1)
Papers
Multi-Objective Bilevel Learning
AAAI 2026
DUET: Decentralized Bilevel Optimization without Lower-Level Strong Convexity
ICLR 2025
STIMULUS: Achieving Fast Convergence and Low Sample Complexity in Stochastic Multi-Objective Learning
UAI 2025
PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation
ICLR 2024
Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning
ICML 2023
Federated Multi-Objective Learning
NIPS 2023
SAGDA: Achieving $\mathcal{O}(\epsilon^{-2})$ Communication Complexity in Federated Min-Max Learning
NIPS 2022
Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning
NIPS 2021