| 2025 | ICLR | Constraint-Conditioned Actor-Critic for Offline Safe Reinforcement Learning. | Zijian Guo, Weichao Zhou, Shengao Wang, Wenchao Li |
| 2025 | NAACL | Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation. | Chenyu Wang, Weichao Zhou, Shantanu Ghosh, Kayhan Batmanghelich, Wenchao Li |
| 2024 | AAAI | REGLO: Provable Neural Network Repair for Global Robustness Properties. | Feisi Fu, Zhilu Wang, Weichao Zhou, Yixuan Wang, Jiameng Fan, Chao Huang, Qi Zhu, Xin Chen, Wenchao Li |
| 2024 | EMNLP | HyQE: Ranking Contexts with Hypothetical Query Embeddings. | Weichao Zhou, Jiaxin Zhang, Hilaf Hasson, Anu Singh, Wenchao Li |
| 2024 | ICML | Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning. | Zijian Guo, Weichao Zhou, Wenchao Li |
| 2022 | AAAI | Programmatic Reward Design by Example. | Weichao Zhou, Wenchao Li |
| 2022 | ICML | A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines. | Weichao Zhou, Wenchao Li |
| 2020 | RV | Runtime-Safety-Guided Policy Repair. | Weichao Zhou, Ruihan Gao, BaekGyu Kim, Eunsuk Kang, Wenchao Li |
| 2018 | CAV | Safety-Aware Apprenticeship Learning. | Weichao Zhou, Wenchao Li |