| 2026 | ACL | Beyond Local vs. External: A Game-Theoretic Framework for Trustworthy Knowledge Acquisition. | Rujing Yao, Yufei Shi, Yang Wu, Ang Li, Zhuoren Jiang, Xiaofeng Wang, Haixu Tang, Xiaozhong Liu |
| 2026 | ACL | From Individual Excellence to Collective Sustainability: Seeking Strategic Equilibrium in Proactive Multi-Agent Teams. | Tong Zhang, Yang Wu, Yufei Shi, Rujing Yao, Zhuoren Jiang, Xiaozhong Liu |
| 2025 | EMNLP | Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains. | Yang Wu, Raha Moraffah, Rujing Yao, Jinhong Yu, Zhimin Tao, Xiaozhong Liu |
| 2025 | ICAIL | Deep Interaction Timing: FOL-based Complexity Differentiation for Legal Queries. | Tong Zhang, Yiquan Wu, Rujing Yao, Qianyu Zhang, Changlong Sun, Chenghao Wang, Xiaozhong Liu |
| 2025 | NAACL | Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning. | Rujing Yao, Yang Wu, Chenghao Wang, Jingwei Xiong, Fang Wang, Xiaozhong Liu |
| 2025 | WWW | Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering. | Rujing Yao, Yiquan Wu, Tong Zhang, Xuhui Zhang, Yuting Huang, Yang Wu, Jiayin Yang, Changlong Sun, Fang Wang, Xiaozhong Liu |