Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics. - Xinyu Zhang; Wenjie Qiu 005; Yi-Chen Li 001; Lei Yuan 005; Chengxing Jia; Zongzhang Zhang; Yang Yu 001 (ICML, 2024)

Q-Adapter: Training Your LLM Adapter as a Residual Q-Function. - Yi-Chen Li 001; Fuxiang Zhang; Wenjie Qiu 005; Lei Yuan 005; Chengxing Jia; Zongzhang Zhang; Yang Yu 001 (CoRR, 2024)

Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation. - Yi-Chen Li 001; Fuxiang Zhang; Wenjie Qiu 005; Lei Yuan 005; Chengxing Jia; Zongzhang Zhang; Yang Yu 001; Bo An 001 (ICLR, 2025)

Sentence-level Reward Model can Generalize Better for Aligning LLM from Human Preference. - Wenjie Qiu 005; Yi-Chen Li 001; Xuqin Zhang; Tianyi Zhang; Yihang Zhang; Zongzhang Zhang; Yang Yu 001 (CoRR, 2025)