Lei Yuan
23 papers · 2011–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (8) π Academic Marathon (14) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (15)
π
Cross-Pollinator
(15)
π
Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(38)
π
Keyword Champion
(2)
π€
Dynamic Duo
(16)
π
Triple Crown
π
Grand Slam
ποΈ
Keyword Collector
(90)
π
Century Club
(22)
π
Conference Pioneer
π₯
Unstoppable
(5)
β‘
Prolific Year
(6)
π
Trend Setter
Conferences
ICLR (5)
AAAI (4)
ICML (4)
NIPS (4)
IJCAI (3)
ACL (1)
EMNLP (1)
UAI (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(8)
multi-agent system
(3)
cooperative multi-agent reinforcement learning
(2)
representation learning
(2)
cooperative multi-agent
(2)
convex optimization
(2)
continual learning
(1)
text classification
(1)
reinforcement learning
(1)
domain adaptation
(1)
offline reinforcement learning
(1)
compressed sensing
(1)
sparse learning
(1)
feature selection
(1)
attention mechanism
(1)
few-shot learning
(1)
preference learning
(1)
knowledge distillation
(1)
in-context learning
(1)
hyperparameter optimization
(1)
Papers
Multi-agent In-context Coordination via Decentralized Memory Retrieval
AAAI 2026
Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training
EMNLP 2025
Learning to Reuse Policies in State Evolvable Environments
ICML 2025
Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching
ICLR 2025
LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination
ICML 2025
Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
ICLR 2025
SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks
AAAI 2025
Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning
ICLR 2024
Multi-Agent Domain Calibration with a Handful of Offline Data
NIPS 2024
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics
ICML 2024
Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal
IJCAI 2024
Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data
ICLR 2023
Fast Teammate Adaptation in the Presence of Sudden Policy Change
UAI 2023
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers
AAAI 2023
Multi-agent Dynamic Algorithm Configuration
NIPS 2022
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors
ACL 2022
Multi-Agent Incentive Communication via Decentralized Teammate Modeling
AAAI 2022
Efficient Multi-Agent Communication via Shapley Message Value
IJCAI 2022
Multi-Agent Concentrative Coordination with Decentralized Task Representation
IJCAI 2022
Efficient Multi-agent Communication via Self-supervised Information Aggregation
NIPS 2022
Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments
ICLR 2021
Guaranteed Sparse Recovery under Linear Transformation
ICML 2013
Efficient Methods for Overlapping Group Lasso
NIPS 2011