Critic-Guided Decision Transformer for Offline Reinforcement Learning. - Yuanfu Wang; Chao Yang 026; Ying Wen; Yu Liu 015; Yu Qiao 001 (AAAI, 2024)

Inference-Time Language Model Alignment via Integrated Value Guidance. - Zhixuan Liu; Zhanhui Zhou; Yuanfu Wang; Chao Yang 026; Yu Qiao 001 (EMNLP (Findings), 2024)

Adversarial Preference Learning for Robust LLM Alignment. - Yuanfu Wang; Pengyu Wang; Chenyang Xi; Bo Tang 011; Junyi Zhu 015; Wenqiang Wei; Chen Chen; Chao Yang; Jingfeng Zhang; Chaochao Lu; Yijun Niu; Keming Mao; et al. (ACL (Findings), 2025)

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45° Law. - Yicheng Bao; Guanxu Chen; Mingkang Chen; Yunhao Chen; Chiyu Chen; Lingjie Chen; Sirui Chen; Xinquan Chen; Jie Cheng; Yu Cheng 001; Dengke Deng; Yizhuo Ding; et al. (CoRR, 2025)