Orthogonal Subspace Learning for Language Model Continual Learning. - Xiao Wang 001; Tianze Chen; Qiming Ge; Han Xia; Rong Bao; Rui Zheng; Qi Zhang 001; Tao Gui; Xuanjing Huang 001 (EMNLP (Findings), 2023)

Navigating the OverKill in Large Language Models. - Chenyu Shi; Xiao Wang 042; Qiming Ge; Songyang Gao; Xianjun Yang; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Xun Zhao; Dahua Lin (ACL (1), 2024)

Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data. - Han Xia; Songyang Gao; Qiming Ge; Zhiheng Xi; Qi Zhang 001; Xuanjing Huang 001 (EMNLP (Findings), 2024)

Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback. - Songyang Gao; Qiming Ge; Wei Shen; Shihan Dou; Junjie Ye; Xiao Wang 001; Rui Zheng; Yicheng Zou; Zhi Chen 006; Hang Yan 001; Qi Zhang 001; Dahua Lin (ICML, 2024)

Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback. - Songyang Gao; Qiming Ge; Wei Shen; Shihan Dou; Junjie Ye; Xiao Wang 042; Rui Zheng; Yicheng Zou; Zhi Chen 006; Hang Yan 001; Qi Zhang 001; Dahua Lin (CoRR, 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)

Intern-S1: A Scientific Multimodal Foundation Model. - Lei Bai 001; Zhongrui Cai; Yuhang Cao; Maosong Cao; Weihan Cao; Chiyu Chen; Haojiong Chen; Kai Chen; Pengcheng Chen; Ying Chen; Yongkang Chen; Yu Cheng; et al. (CoRR, 2025)