| 2026 | CHI | Designing AI Peers for Collaborative Mathematical Problem Solving with Middle School Students: A Participatory Design Study. | Wenhan Lyu, Yimeng Wang, Murong Yue, Yifan Sun, Jennifer Suh, Meredith Kier, Ziyu Yao, Yixuan Zhang |
| 2025 | ACL | Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack. | Murong Yue, Ziyu Yao |
| 2025 | ICLR | DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search. | Murong Yue, Wenlin Yao, Haitao Mi, Dian Yu, Ziyu Yao, Dong Yu |
| 2024 | ICASSP | Can LLM Find the Green Circle? Investigation and Human-Guided Tool Manipulation for Compositional Generalization. | Min Zhang, Jianfeng He, Shuo Lei, Murong Yue, Linhan Wang, Chang-Tien Lu |
| 2024 | ICLR | Large Language Model Cascades with Mixture of Thought Representations for Cost-Efficient Reasoning. | Murong Yue, Jie Zhao, Min Zhang, Liang Du, Ziyu Yao |
| 2023 | EMNLP | Gentopia.AI: A Collaborative Platform for Tool-Augmented LLMs. | Binfeng Xu, Xukun Liu, Hua Shen, Zeyu Han, Yuhan Li, Murong Yue, Zhiyuan Peng, Yuchen Liu, Ziyu Yao, Dongkuan Xu |