Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction. - Chenlong Deng; Kelong Mao; Yuyao Zhang 003; Zhicheng Dou (EMNLP (Findings), 2024)

Semantic Gesticulator: Semantics-Aware Co-Speech Gesture Synthesis. - Zeyi Zhang; Tenglong Ao; Yuyao Zhang 003; Qingzhe Gao; Chuan Lin; Baoquan Chen; Libin Liu 002 (ACM Trans. Graph., 2024)

Hierarchical Document Refinement for Long-context Retrieval-augmented Generation. - Jiajie Jin; Xiaoxi Li; Guanting Dong 001; Yuyao Zhang 003; Yutao Zhu 001; Yongkang Wu; Zhonghua Li; Ye Qi; Zhicheng Dou (ACL (1), 2025)

Neuro-Symbolic Query Compiler. - Yuyao Zhang 003; Zhicheng Dou; Xiaoxi Li; Jiajie Jin; Yongkang Wu; Zhonghua Li; Ye Qi; Ji-Rong Wen (ACL (Findings), 2025)

Search-o1: Agentic Search-Enhanced Large Reasoning Models. - Xiaoxi Li; Guanting Dong 001; Jiajie Jin; Yuyao Zhang 003; Yujia Zhou 002; Yutao Zhu 001; Peitian Zhang; Zhicheng Dou (EMNLP, 2025)

Hierarchical Document Refinement for Long-context Retrieval-augmented Generation. - Jiajie Jin; Xiaoxi Li; Guanting Dong 001; Yuyao Zhang 003; Yutao Zhu 001; Yongkang Wu; Zhonghua Li; Qi Ye 006; Zhicheng Dou (CoRR, 2025)

Neuro-Symbolic Query Compiler. - Yuyao Zhang 003; Zhicheng Dou; Xiaoxi Li; Jiajie Jin; Yongkang Wu; Zhonghua Li; Qi Ye 006; Ji-Rong Wen (CoRR, 2025)

From Matching to Generation: A Survey on Generative Information Retrieval. - Xiaoxi Li; Jiajie Jin; Yujia Zhou 002; Yuyao Zhang 003; Peitian Zhang; Yutao Zhu 001; Zhicheng Dou (ACM Trans. Inf. Syst., 2025)

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation. - Guanting Dong 001; Xiaoxi Li; Yuyao Zhang 003; Mengjie Deng (CoRR, 2025)

Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search. - Jiajie Jin; Xiaoxi Li; Guanting Dong 001; Yuyao Zhang 003; Yutao Zhu 001; Zhao Yang 006; Hongjin Qian; Zhicheng Dou (CoRR, 2025)

FinSight: Towards Real-World Financial Deep Research. - Jiajie Jin; Yuyao Zhang 003; Yimeng Xu; Hongjin Qian; Yutao Zhu 001; Zhicheng Dou (ACL (1), 2026)