| 2026 | ACL | Is Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers. | Kaiyu He, Mian Zhang, Peilin Wu, Xinya Du, Zhiyu Chen |
| 2025 | ACL | IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction. | Kaiyu He, Mian Zhang, Shuo Yan, Peilin Wu, Zhiyu Chen |
| 2025 | EMNLP | Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty. | Peilin Wu, Mian Zhang, Xinlu Zhang, Xinya Du, Zhiyu Chen |
| 2025 | EMNLP | LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research. | Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, Juntong Ni, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du |
| 2025 | IROS | LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots. | Peilin Wu, Weiji Xie, Jiahang Cao, Hang Lai, Weinan Zhang |
| 2024 | CoRL | Bridging the Sim-to-Real Gap from the Information Bottleneck Perspective. | Haoran He, Peilin Wu, Chenjia Bai, Hang Lai, Lingxiao Wang, Ling Pan, Xiaolin Hu, Weinan Zhang |
| 2024 | IJCNN | Improving Zero-Shot Coordination with Diversely Rewarded Partner Agents. | Peilin Wu, Zhenhua Yang, Peng Yang |
| 2023 | ICTAI | Aligning Speakers: Evaluating and Visualizing Text-based Speaker Diarization Using Efficient Multiple Sequence Alignment. | Chen Gong, Peilin Wu, Jinho D. Choi |
| 2018 | MOBIHOC | WiVo: Enhancing the Security of Voice Control System via Wireless Signal in IoT Environment. | Yan Meng, Zichang Wang, Wei Zhang, Peilin Wu, Haojin Zhu, Xiaohui Liang, Yao Liu |