【咨政报告】
主笔和参与撰写多篇政策咨询报告，对人工智能技术发展和生态治理起到积极的社会作用。
【重大项目】
1.多元解纷一体化智能协同关键技术研究（2024YFC3307100），国家重点研发计划，参与
2.知识指导的司法类案检索技术研究（62002194），国家自然科学青年基金，主持
3.泛在化司法案例与涉外法治智能研判技术（2022YFC3303401），国家重点研发计划，参与
4.面向网络空间治理的安全可信人工智能应用（QCL20250105），山东省重点项目，参与
5.智能司法公开关键技术研究（2018YFC0831700），国家重点研发计划，参与
【论文】
1. Weihang Su, Xuanyi Chen, Yueyue Wu, Qingyao Ai, Yiqun Liu. Enhancing Judgment Document Generation via Agentic Legal Information Collection and Rubric-Guided Optimization. The 49th International ACM SIGIR Conference on Research and Development in Information Retrieval.
2. Shuo Miao, Haitao Li, Yueyue Wu, Qingyao Ai, Yiqun Liu. LegalKit: A Modular Toolkit for Efficient Legal AI Evaluation. The Web Conference 2026.
3. Junjie Chen, Haitao Li, Minghao Qin, Yujia Zhou, Yanxue Ren, Wuyue Wang, Yiqun Liu, Yueyue Wu, Qingyao Ai. Simulating Dispute Mediation with LLM-Based Agents for Legal Research. The 40th Annual AAAI Conference on Artificial Intelligence.
4. Haitao Li, Junjie Chen, Jingli Yang, Qingyao Ai, Wei Jia, Youfeng Liu, Kai Lin, Yueyue Wu, Guozhi Yuan, Yiran Hu, Wuyue Wang, Yiqun Liu, Minlie Huang. LegalAgentBench: Evaluating LLM Agents in Legal Domain. The 63nd Annual Meeting of the Association for Computational Linguistics.
5. Weihang Su, Baoqing Yue, Qingyao Ai, Yiran Hu, Jiaqiy Li, Changyue Wang, Kaiyuan Zhang, Yueyue Wu, Yiqun Liu. JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System. The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval.
6. Weihang Su, Qingyao Ai, Yueyue Wu, Anzhe Xie, Changyue Wang, Yixiao Ma, Haitao Li, Zhijing Wu, Yiqun Liu, Min Zhang. Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case Distinctions. ACM Transactions on Information Systems.
7. Yixiao Ma, Yueyue Wu, Weihang Su, Qingyao Ai, Yiqun Liu. CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding. The 2023 Conference on Empirical Methods in Natural Language Processing.
8. Yunqiu Shao, Yueyue Wu, Yiqun Liu, Jiaxin Mao and Shaoping Ma. Understanding Relevance Judgments in Legal Case Retrieval.
9. Yixiao Ma, Yunqiu Shao, Yueyue Wu, Yiqun Liu, Ruizhe Zhang, Min Zhang, Shaoping Ma. LeCaRD: A Legal Case Retrieval Dataset for Chinese Law System. The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval.
10. Yunqiu Shao, Yueyue Wu, Yiqun Liu, Jiaxin Mao, Min Zhang and Shaoping Ma. Investigating User Behavior in Legal Case Retrieval. The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval.
