Publications

(2024). Instruction-Guided Visual Masking. In the Thirty-Eighth Conference on Neural Information Processing Systems (NeurIPS 2024) (Outstanding paper award of ICML 2024 MFM-EAI Workshop).

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(2024). Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning. In the Thirty-Eighth Conference on Neural Information Processing Systems (NeurIPS 2024).

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(2024). OMPO: A Unified Framework for RL under Policy and Dynamics Shifts. Forty-first International Conference on Machine Learning (ICML 2024) (oral).

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(2024). A Comprehensive Survey of Cross-Domain Policy Transfer for Embodied Agents. 33st International Joint Conference on Artificial Intelligence (IJCAI 2024).

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(2024). Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update. In 12th International Conference on Learning Representations (ICLR 2024)(spotlight).

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(2024). Query-Policy Misalignment in Preference-Based Reinforcement Learning. In 12th International Conference on Learning Representations (ICLR 2024)(spotlight).

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(2023). Offline Multi-Agent Reinforcement Learning with Coupled Value Factorization. International Conference on Autonomous Agents and Multiagent Systems 2023 (AAMAS 2023).

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(2022). Model-Based Offline Planning with Trajectory Pruning. International Joint Conference on Artificial Intelligence.

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(2021). Constraints Penalized Q-Learning for Safe Offline Reinforcement Learning. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI2022).

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