CoLLiE: Collaborative Training of Large Language Models in an Efficient Way. - Kai Lv 001; Shuo Zhang; Tianle Gu; Shuhao Xing; Jiawei Hong; Keyu Chen; Xiaoran Liu; Yuqing Yang 004; Honglin Guo; Tengxiao Liu; Yu Sun 031; Qipeng Guo; et al. (EMNLP (Demos), 2023)

Code Needs Comments: Enhancing Code LLMs with Comment Augmentation. - Demin Song; Honglin Guo; Yunhua Zhou; Shuhao Xing; Yudong Wang 002; Zifan Song; Wenwei Zhang; Qipeng Guo; Hang Yan 001; Xipeng Qiu; Dahua Lin (ACL (Findings), 2024)

Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law. - Qiming Ge; Shuhao Xing; Songyang Gao; Yunhua Zhou; Yicheng Zou; Songyang Zhang; Zhi Chen 006; Hang Yan 001; Qi Zhang 001; Qipeng Guo; Kai Chen 026 (ACL (1), 2025)

Pre-Trained Policy Discriminators are General Reward Models. - Shihan Dou; Shichun Liu; Yuming Yang; Yicheng Zou; Yunhua Zhou; Shuhao Xing; Chenhao Huang; Qiming Ge; Demin Song; Haijun Lv; Songyang Gao; Chengqi Lv; et al. (CoRR, 2025)