GReS: Graphical Cross-domain Recommendation for Supply Chain Platform. - Zhiwen Jing; Ziliang Zhao 001; Yang Feng; Xiaochen Ma; Nan Wu; Shengqiao Kang; Cheng Yang; Yujia Zhang; Hao Guo (CIKM, 2022)

Generating Clarifying Questions with Web Search Results. - Ziliang Zhao 001; Zhicheng Dou; Jiaxin Mao; Ji-Rong Wen (SIGIR, 2022)

Improving Search Clarification with Structured Information Extracted from Search Results. - Ziliang Zhao 001; Zhicheng Dou; Yu Guo 011; Zhao Cao; Xiaohua Cheng (KDD, 2023)

Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation. - Haonan Chen 005; Zhicheng Dou; Kelong Mao; Jiongnan Liu 001; Ziliang Zhao 001 (ACL (1), 2024)

Generating Intent-aware Clarifying Questions in Conversational Information Retrieval Systems. - Ziliang Zhao 001; Zhicheng Dou; Yujia Zhou 002 (CIKM, 2024)

Mining Exploratory Queries for Conversational Search. - Wenhan Liu; Ziliang Zhao 001; Yutao Zhu 001; Zhicheng Dou (WWW, 2024)

Generating Multi-turn Clarification for Web Information Seeking. - Ziliang Zhao 001; Zhicheng Dou (WWW, 2024)

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation. - Yiruo Cheng; Kelong Mao; Ziliang Zhao 001; Guanting Dong 001; Hongjin Qian; Yongkang Wu; Tetsuya Sakai; Ji-Rong Wen; Zhicheng Dou (CoRR, 2024)

mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data. - Haonan Chen 005; Liang Wang 046; Nan Yang 002; Yutao Zhu 001; Ziliang Zhao 001; Furu Wei; Zhicheng Dou (ACL (Findings), 2025)

Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models. - Wenhan Liu; Xinyu Ma 001; Yutao Zhu 001; Ziliang Zhao 001; Shuaiqiang Wang; Dawei Yin 001; Zhicheng Dou (ACL (1), 2025)

TimeRAG: Enhancing Complex Temporal Reasoning with Search Engine Augmentation. - Zhao Wang; Ziliang Zhao 001; Zhicheng Dou (CIKM, 2025)

ClariLM: Enhancing Open-domain Clarification Ability for Large Language Models. - Ziliang Zhao 001; Haonan Chen 005; Shiren Song; Jian Xie; Zhicheng Dou (CIKM, 2025)

FollowGPT: A Framework of Follow-up Question Generation for Large Language Models via Conversation Log Mining. - Ziliang Zhao 001; Shiren Song; Zhicheng Dou (CIKM, 2025)

FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation. - Huaying Yuan; Ziliang Zhao 001; Shuting Wang 002; Shitao Xiao; Minheng Ni; Zheng Liu 011; Zhicheng Dou (COLING, 2025)

Retrieving Intent-covering Demonstrations for Clarification Generation in Conversational Search Systems. - Ziliang Zhao 001; Changle Qu; Zhicheng Dou; Haonan Chen 005; Jiajie Jin (KDD (2), 2025)

Little Giants: Synthesizing High-Quality Embedding Data at Scale. - Haonan Chen 005; Liang Wang 046; Nan Yang 002; Yutao Zhu 001; Ziliang Zhao 001; Furu Wei; Zhicheng Dou (NAACL (Long Papers), 2025)

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation. - Yiruo Cheng; Kelong Mao; Ziliang Zhao 001; Guanting Dong 001; Hongjin Qian; Yongkang Wu; Tetsuya Sakai; Ji-Rong Wen; Zhicheng Dou (NAACL (Findings), 2025)

A Survey of Conversational Search. - Fengran Mo; Kelong Mao; Ziliang Zhao 001; Hongjin Qian; Haonan Chen 005; Yiruo Cheng; Xiaoxi Li; Yutao Zhu 001; Zhicheng Dou; Jian-Yun Nie (ACM Trans. Inf. Syst., 2025)

ProRAG: Process-Supervised Reinforcement Learning for Retrieval-Augmented Generation. - Zhao Wang; Ziliang Zhao 001; Zhicheng Dou (CoRR, 2026)

PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models. - Ziliang Zhao 001; Zenan Xu; Shuting Wang 002; Hongjin Qian; Yan Lei; Minda Hu; Zhao Wang; Shihan Dou; Zhicheng Dou; Pluto Zhou (CoRR, 2026)

SAM: State-Adaptive Memory for Long-Horizon Reasoning Agent. - Yuyang Hu; Hongjin Qian; Shuting Wang 002; Jiongnan Liu 001; Ziliang Zhao 001; Jiejun Tan; Zheng Liu 011; Zhicheng Dou (CoRR, 2026)