RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit. - Jiongnan Liu; Jiajie Jin; Zihan Wang 010; Jiehan Cheng; Zhicheng Dou; Ji-Rong Wen (CoRR, 2023)

BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence. - Jiajie Jin; Yutao Zhu 001; Yujia Zhou 002; Zhicheng Dou (ACL (Findings), 2024)

Metacognitive Retrieval-Augmented Large Language Models. - Yujia Zhou 002; Zheng Liu 011; Jiajie Jin; Jian-Yun Nie; Zhicheng Dou (WWW, 2024)

Cognitive Personalized Search Integrating Large Language Models with an Efficient Memory Mechanism. - Yujia Zhou 002; Qiannan Zhu; Jiajie Jin; Zhicheng Dou (WWW, 2024)

FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research. - Jiajie Jin; Yutao Zhu 001; Xinyu Yang; Chenghao Zhang 001; Zhicheng Dou (CoRR, 2024)

Trustworthiness in Retrieval-Augmented Generation Systems: A Survey. - Yujia Zhou 002; Yan Liu 002; Xiaoxi Li; Jiajie Jin; Hongjin Qian; Zheng Liu 011; Chaozhuo Li; Zhicheng Dou; Tsung-Yi Ho; Philip S. Yu (CoRR, 2024)

RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation. - Xiaoxi Li; Jiajie Jin; Yujia Zhou 002; Yongkang Wu; Zhonghua Li; Qi Ye; Zhicheng Dou (CoRR, 2024)

RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation. - Guanting Dong; Jiajie Jin; Xiaoxi Li; Yutao Zhu 001; Zhicheng Dou; Ji-Rong Wen (ACL (1), 2025)

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

RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation. - Xiaoxi Li; Jiajie Jin; Yujia Zhou 002; Yongkang Wu; Zhonghua Li; Ye Qi; Zhicheng Dou (ACL (1), 2025)

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

FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research. - Jiajie Jin; Yutao Zhu 001; Zhicheng Dou; Guanting Dong; Xinyu Yang; Chenghao Zhang 001; Tong Zhao; Zhao Yang 006; Ji-Rong Wen (WWW (Companion Volume), 2025)

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

WebThinker: Empowering Large Reasoning Models with Deep Research Capability. - Xiaoxi Li; Jiajie Jin; Guanting Dong; Hongjin Qian; Yutao Zhu 001; Yongkang Wu; Ji-Rong Wen; Zhicheng Dou (CoRR, 2025)

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

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

Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization. - Yutao Zhu 001; Jiajie Jin; Hongjin Qian; Zheng Liu 011; Zhicheng Dou; Ji-Rong Wen (CoRR, 2025)

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning. - Guanting Dong; Yifei Chen 001; Xiaoxi Li; Jiajie Jin; Hongjin Qian; Yutao Zhu 001; Hangyu Mao; Guorui Zhou; Zhicheng Dou; Ji-Rong Wen (CoRR, 2025)

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

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