Hello! I am an Assistant Professor (ZJU-100 Young Professor) and doctoral supervisor at Zhejiang University, with joint affiliations in the Guanghua Law School and the School of Artificial Intelligence. I received my Ph.D. from Zhejiang University under the supervision of Prof. Kun Kuang and Prof. Fei Wu, and my doctoral dissertation was selected as one of Zhejiang University’s Outstanding Doctoral Dissertations. I also earned my B.S. degree from Zhejiang University.

I actively collaborate with Prof. Xiaozhong Liu at Worcester Polytechnic Institute and Prof. Adam Jatowt at the University of Innsbruck.

My research interests include LegalAI, Large Language Models, and Natural Language Processing. I have published more than 30 papers in leading conferences and journals, including ACL, EMNLP, NAACL, SIGIR, AAAI, KDD, WWW, AI&Law, and AI Review.

I am the lead contributor to the open-source legal LLM project wisdomInterrogatory, which led to an invitation for me to participate in the Yunqi Conference.

❗️I am currently recruiting graduate students. If you are interested in applying to join my group or collaborating with me, please feel free to contact me.

🔥 News

• 2026.08:  🎉🎉 Two papers are accepted by EMNLP’26!
• 2026.05:  🎉🎉 One paper is accepted by KDD’26!
• 2026.04:  🎉🎉 Three papers are accepted by ACL’26!
• 2026.04:  🎉🎉 One paper is accepted by ICAIL’26!
• 2026.01:  🎉🎉 One paper is accepted by AI Review (IF=13.9)!
• 2026.01:  🎉🎉 We successfully organized the AILaw Bridge (Bridge between Artificial Intelligence and Law) at AAAI 2026!
• 2025.11:  🎉🎉 Two papers are accepted by AAAI’26!
• 2025.09:  🎉🎉 Honored to deliver a talk at the Faculty of Law, HKU!

📝 Projects and Publications

wisdomInterrogatory | (智海-录问 in Chinese) is an open-source Legal LLM that involves constructing training data, accelerating model training, integrating knowledge bases, and developing evaluation metrics. The model offers legal assistance services such as QA, case analysis, and legal document generation. It has garnered over 400 stars, more than 6,730 downloads, and over 110,000 uses. As the project leader, I was invited to participate in the Yunqi Conference. Technical Report is here.

The model can also be accessed online.

ZJU LAW Agent Platform is a digital legal education platform of Zhejiang University Guanghua Law School. It integrates legal knowledge bases, intelligent agents for teaching, research, and administration, aiming to build a domestically leading, internationally first-class system.

The platform can be accessed here.

• KDD'26 “GraTAG: Production AI Search via Graph-Based Query Decomposition and Triplet Aligned Generation with Rich Multimodal Representations”, Bo Tang, Junyi Zhu, Ang Li, Yiquan Wu, Kun Kuang, Beihong Jin, Jiahao Wu, Hao Wang, Chenyang Xi, Yuchen Feng, Wenqiang Wei, Chunyu Li, Zehao Lin, Zhiyu Li, Feiyu Xiong, Beibei Li, Kaiwen Wei, Jingrun Chen

• ACL'26-Findings “‘I Don’t Know What to Say’: A Fact-Filling Questionnaire Method to Help Non-Experts Talk to LegalAI Assistant”, Yuting Huang, Yiquan Wu*, Meitong Guo, Ang Li, Xiaozhong Liu, Keting Yin, Fei Wu, Kun Kuang

• ACL'26-Findings __“SplitThenMerge: Token-Level Skill-Compositional Sparse Mixture-of-Experts for Complex Domain-Specific Tasks”, Yuting Huang, Jiawen Zhang, Yiquan Wu*, Yinghao Hu, Fei Wu, Kun Kuang

• ACL'26 “SAFO: Stable Adaptive Fairness Optimization for LLM-Based Social Survey Simulation”, Chenxi Lin, Zhuoren Jiang, Kaisong Song, Yiquan Wu

• ICAIL'26 “Retrieval, Discrimination, and Execution: A Synergistic LLM Framework for Legal Mathematical Reasoning Task”, Jiawen Zhang, Bowen Tan, Yuting Huang, Xiao Chi, Bin Wei, Minghui Xiong, Yiquan Wu*

• Artificial Intelligence Review “LegalAI Research in LLM Era: Data, Modeling and Evaluation”, Xiao Chi, Wei Wang, Ziyao Zhang, Ang Li, Yuting Huang, Yiquan Wu*, Kun Kuang, Changlong Sun, Xiaozhong Liu, Fei Wu, Minghui Xiong

• AAAI'26 (oral) “Think Then Rewrite: Reasoning Enhanced Query Rewriting for Domain Specific Retrieval”, Ang Li, Yufei Shi, Yuxuan Si, Yiquan Wu*, Ming Cai, Xu Tan, Yi Wang, Changlong Sun, Xiaozhong Liu, Kun Kuang

• AAAI'26 “P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering”, Wenlin Zhong, Chengyuan Liu, Yiquan Wu*, Bovin Tan, Changlong Sun, Yi Wang, Xiaozhong Liu, Kun Kuang

• EMNLP'25 “CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval”, Ang Li, Yiquan Wu*, Yinghao Hu, Lizhi Qing, Shihang Wang, Chengyuan Liu, Tao Wu, Adam Jatowt, Ming Cai, Fei Wu, Kun Kuang

• EMNLP'25-Findings “ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation”, Siying Zhou, Yiquan Wu, Hui Chen, Xueyu Hu, Kun Kuang, Adam Jatowt, Chunyan Zheng, Fei Wu

• Computer Law & Security Review “Enhancing charge prediction through the collaboration of large and small models”, Bin Wei, Yaoyao Yu, Jiawen Zhang, Yiquan Wu*

• ACL'25 “UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever”, Ang Li, Yiquan Wu*, Yifei Liu, Ming Cai, Lizhi Qing, Shihang Wang, Yangyang Kang, Chengyuan Liu, Fei Wu, Kun Kuang

• ACL'25-Findings “Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction”, Yuting Huang, Chengyuan Liu, Yifeng Feng, Yiquan Wu, Chao Wu, Fei Wu, Kun Kuang

• Artificial Intelligence and Law “Specialized or General AI? A Comparative Evaluation of LLMs Performance in Legal Tasks”, Xue Guo, Yuting Huang, Bin Wei, Kun Kuang, Yiquan Wu, Leilei Gan, Xianshan Huang, Xianglin Dong

• ICAIL'25 “Deep Interaction Timing: FOL-based Complexity Differentiation for Legal Queries”, Tong Zhang, Yiquan Wu*, Rujing Yao, Qianyu Zhang, Changlong Sun, Chenghao Wang, Xiaozhong Liu

• ICAIL'25 “Universal Legal Article Prediction via Tight Collaboration between Supervised Classification Model and LLM”, Xiao Chi, Wenlin Zhong, Yiquan Wu*, Wei Wang, Kun Kuang, Fei Wu, Minghui Xiong

• WWW'25 (demo) “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

• NAACL'25 “Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification”, Ang Li, Yiquan Wu*, Ming Cai, Adam Jatowt, Xiang Zhou, Weiming Lu, Changlong Sun, Fei Wu, Kun Kuang

• KDD'24 (oral) “Xinyu: An Efficient LLM-based System for Commentary Generation”, Yiquan Wu, Bo Tang, Chenyang Xi, Yu Yu, Pengyu Wang, Yifei Liu, Kun Kuang, Haiying Deng, Zhiyu li, Feiyu Xiong, Jie Hu, Cheng Peng, Zhonghao Wang, WangYi, Yi Luo, Mingchuan Yang

• ACL'24-Findings “Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning”, Yiquan Wu, Anlai Zhou, Yuhang Liu, Yifei Liu, Adam Jatowt, Weiming Lu, Jun Xiao, Kun Kuang

• ACL'24-Findings “Latent Learningscape Guided In-context Learning”, Anlai Zhou, Sunshine Jiang, Yifei Liu, Yiquan Wu, Kun Kuang, Jun Xiao

• KBS “Unlocking authentic judicial reasoning: A Template-Based Legal Information Generation framework for judicial views”, Xiang Zhou, Yudong Wu, Ang Li, Ming Cai, Yiquan Wu, Kun Kuang.

• KBS “DuaPIN: Auxiliary task enhanced dual path interaction network for civil court view generation”, Nayu Liu, Luyao Ma, Yiquan Wu, Kaiwen Wei, Cunhang Fan, Yating Zhang.

• AAAI'24 “De-biased Attention Supervision for Text Classification with Causality”, Yiquan Wu, Yifei Liu, Ziyu Zhao, Weiming Lu, Yating Zhang, Changlong Sun, Fei Wu, Kun Kuang.

• NAACL'24-Findings “Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge”, Yifei Liu, Yiquan Wu*, Ang Li, Yating Zhang, Changlong Sun, Weiming Lu, Fei Wu, Kun Kuang

• COLING'24 “Enhancing Court View Generation with Knowledge Injection and Guidance”, Ang Li, Yiquan Wu, Yifei Liu, Kun Kuang, Fei Wu, Ming Cai.

• COLING'24 “From Graph to Word Bag: Introducing Domain Knowledge to Confusing Charge Prediction”, Ang Li, Qiangchao Chen, Yiquan Wu, Xiang Zhou, Kun Kuang, Fei Wu and Ming Cai.

• EMNLP'23 (oral) “Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration”, Yiquan Wu, Siying Zhou, Yifei Liu, Weiming Lu, Xiaozhong Liu, Yating Zhang, Changlong Sun, Fei Wu, Kun Kuang.

• ACL'23-Findings “Focus-aware Response Generation in Inquiry Conversation”, Yiquan Wu, Weiming Lu, Yating Zhang, Adam Jatowt, Jun Feng, Changlong Sun, Fei Wu, Kun Kuang.

• SIGIR'23 “ML-LJP: MultiLaw Aware Legal Judgment Prediction”, Yifei Liu, Yiquan Wu*, Yating Zhang, Changlong Sun, Weiming Lu, Fei Wu, Kun Kuang.

• EMNLP'22 “Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework”, Yiquan Wu, Yifei Liu, Weiming Lu, Yating Zhang, Jun Feng, Changlong Sun, Fei Wu, Kun Kuang.

• ACL'22 “De-Bias for Generative Extraction in Unified NER Task”, Shuai Zhang, Yongliang Shen, Zeqi Tan, Yiquan Wu, Weiming Lu.

• CICAI'22 “Similar Case Based Prison Term Prediction”, Siying Zhou, Yifei Liu, Yiquan Wu*, Kun Kuang, Chunyan Zheng, Fei Wu.

• Artificial Intelligence and Law “LK-IB: a hybrid framework with legal knowledge injection for compulsory measure prediction”, Xiang Zhou, Qi Liu, Yiquan Wu, Qiangchao Chen, and Kun Kuang.

• EMNLP'20 “De-biased Court’s View Generation with Causality”, Yiquan Wu, Kun Kuang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Jun Xiao, Yueting Zhuang, Luo Si, Fei Wu.

📑 Academic Service

• Reviewer:

  Reviewer: Nature Communications, Computing Law, Information Processing and Management, Artificial Intelligence and Law, Knowledge-Based Systems

  Area Chair: ACL, EMNLP, NAACL

  Program Committee: AAAI

• Organization Committee:

  Internal Communication Chairs, ACL2025, Forum Chair, ChinaLLM2025, Committee, AILaw@AAAI26

• Talk:

2025.09 @ HKU Faculty of Law [Link]

📖 Educations

• Ph.D., Computer Science, Zhejiang University, Hangzhou, China.

• Visiting student, University of Innsbruck, Innsbruck, Austria.

• Bachelor, Computer Science, Zhejiang University, Hangzhou, China.

🏃 Sport

• 2024 - Present Assistant Coach of the Zhejiang University Men’s Basketball Team.

• 2019 - 2024 Captain of the Zhejiang University Men’s Basketball Team.

• 2019, 2020, 2021 Outstanding Athlete of Chinese University Basketball Association League (CUBAL).

• 2021 🥈 Second Place in the Chinese University Basketball Association (CUBAL).

• 2020 🥉 Third Place in the Chinese University Basketball Association (CUBAL).

• 2016, 2018, 2019, 2020, 2022, 2025 🥇🥇🥇🥇🥇 First Place in the Zhejiang Province University Basketball Association (ZUBA).

• 2019 🥇🥇 First Place in both the Men’s 100 meters and Javelin throw at the school sports meeting.

💻 Internships

• 2018.11 - 2024.05, Damo Academy(Tongyi Lab), Hangzhou.