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Lei Yuan

23 papers · 2011–2026 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+11 more ↓ πŸ—ΊοΈ Taxonomy Completionist (50) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Full πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ‘‘ Triple Crown 🀝 Dynamic Duo (17) 🧬 Topic Evolution πŸ† Grand Slam πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (6) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (127)

Venues

ICLR (5) AAAI (4) ICML (4) NeurIPS (4) IJCAI (3) ACL (1) EMNLP (1) UAI (1)

Top co-authors

Yang Yu (17) Zongzhang Zhang (11) Cong Guan (8) Lihe Li (8) Yi-Chen Li (6) Chengxing Jia (5) Ziqian Zhang (5) Fuxiang Zhang (5) Feng Chen (4) Chenghe Wang (3)

Research topics

Artificial Intelligence (15) Machine Learning (14) Reinforcement Learning (14) Core AI (14) Methods (13) Learning Types (9) Deep Learning (5) Learning Paradigms (4) Optimization & Theory (4) Mathematics & Optimization (3) Natural Language Processing (3) Core Methods (3) Optimization (3) Application Areas (2) Applications (2)

Keywords

multi-agent reinforcement learning (10) reinforcement learning (3) offline reinforcement learning (3) multi-agent system (3) representation learning (3) convex optimization (2) cooperative multi-agent (2) large language model (2) cooperative multi-agent reinforcement learning (2) preference learning (2) reward model (2) domain adaptation (1) policy optimization (1) imitation learning (1) continual learning (1) few-shot learning (1) compressed sensing (1) feature selection (1) hyperparameter optimization (1) information bottleneck (1)

Papers

Multi-agent In-context Coordination via Decentralized Memory Retrieval AAAI 2026 Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching ICLR 2025 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 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 Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal IJCAI 2024 Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics ICML 2024 Multi-Agent Domain Calibration with a Handful of Offline Data NeurIPS 2024 Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning ICLR 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 A Neural Network Architecture for Program Understanding Inspired by Human Behaviors ACL 2022 Efficient Multi-agent Communication via Self-supervised Information Aggregation NeurIPS 2022 Efficient Multi-Agent Communication via Shapley Message Value IJCAI 2022 Multi-Agent Concentrative Coordination with Decentralized Task Representation IJCAI 2022 Multi-agent Dynamic Algorithm Configuration NeurIPS 2022 Multi-Agent Incentive Communication via Decentralized Teammate Modeling AAAI 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 NeurIPS 2011