Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk. - Zhiyuan Zeng 004; Qipeng Guo; Xiaoran Liu; Zhangyue Yin; Wentao Shu; Mianqiu Huang; Bo Wang 084; Yunhua Zhou; Linlin Li 001; Qun Liu 001; Xipeng Qiu (EMNLP, 2024)

In-Memory Learning: A Declarative Learning Framework for Large Language Models. - Bo Wang 084; Tianxiang Sun; Hang Yan 001; Siyin Wang; Qingyuan Cheng; Xipeng Qiu (CoRR, 2024)

BitStack: Fine-Grained Size Control for Compressed Large Language Models in Variable Memory Environments. - Xinghao Wang; Pengyu Wang 006; Bo Wang 084; Dong Zhang; Yunhua Zhou; Xipeng Qiu (CoRR, 2024)

Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective. - Zhiyuan Zeng 004; Qinyuan Cheng; Zhangyue Yin; Bo Wang 084; Shimin Li; Yunhua Zhou; Qipeng Guo; Xuanjing Huang 001; Xipeng Qiu (CoRR, 2024)

BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments. - Xinghao Wang; Pengyu Wang 006; Bo Wang 084; Dong Zhang; Yunhua Zhou; Xipeng Qiu (ICLR, 2025)

MOSS-MED: A Family of Multimodal Models Serving Medical Image Analysis. - Junqi Dai; Qin Zhu; Jun Zhan; Bo Wang 084; Xipeng Qiu (ACM Trans. Manag. Inf. Syst., 2025)

REARANK: Reasoning Re-ranking Agent via Reinforcement Learning. - Le Zhang; Bo Wang 084; Xipeng Qiu; Siva Reddy; Aishwarya Agrawal (CoRR, 2025)

R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning. - Yuan Li; Qi Luo; Xiaonan Li; Bufan Li; Qinyuan Cheng; Bo Wang 084; Yining Zheng; Yuxin Wang 005; Zhangyue Yin; Xipeng Qiu (CoRR, 2025)

Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections. - Bo Wang 084; Qinyuan Cheng; Runyu Peng; Rong Bao; Peiji Li; Qipeng Guo; Linyang Li; Zhiyuan Zeng 004; Yunhua Zhou; Xipeng Qiu (CoRR, 2025)