Constrained Update Projection Approach to Safe Policy Optimization. - Long Yang 004; Jiaming Ji; Juntao Dai; Linrui Zhang; Binbin Zhou; Pengfei Li 005; Yaodong Yang 001; Gang Pan 001 (NeurIPS, 2022)

CUP: A Conservative Update Policy Algorithm for Safe Reinforcement Learning. - Long Yang 004; Jiaming Ji; Juntao Dai; Yu Zhang 009; Pengfei Li 005; Gang Pan 001 (CoRR, 2022)

Augmented Proximal Policy Optimization for Safe Reinforcement Learning. - Juntao Dai; Jiaming Ji; Long Yang 004; Qian Zheng; Gang Pan 001 (AAAI, 2023)

OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research. - Jiaming Ji; Jiayi Zhou; Borong Zhang; Juntao Dai; Xuehai Pan; Ruiyang Sun; Weidong Huang 008; Yiran Geng; Mickel Liu; Yaodong Yang 001 (CoRR, 2023)

BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset. - Jiaming Ji; Mickel Liu; Juntao Dai; Xuehai Pan; Chi Zhang 017; Ce Bian; Boyuan Zhang; Ruiyang Sun; Yizhou Wang 001; Yaodong Yang 001 (CoRR, 2023)

Baichuan 2: Open Large-scale Language Models. - Aiyuan Yang; Bin Xiao; Bingning Wang; Borong Zhang; Ce Bian; Chao Yin; Chenxu Lv; Da Pan 003; Dian Wang; Dong Yan; Fan Yang 087; Fei Deng; et al. (CoRR, 2023)

Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark. - Jiaming Ji; Borong Zhang; Jiayi Zhou; Xuehai Pan; Weidong Huang 008; Ruiyang Sun; Yiran Geng; Yifan Zhong; Juntao Dai; Yaodong Yang 001 (CoRR, 2023)

AI Alignment: A Comprehensive Survey. - Jiaming Ji; Tianyi Qiu; Boyuan Chen 008; Borong Zhang; Hantao Lou; Kaile Wang; Yawen Duan; Zhonghao He; Jiayi Zhou; Zhaowei Zhang; Fanzhi Zeng; Kwan Yee Ng; et al. (CoRR, 2023)

Safe Reinforcement Learning using Finite-Horizon Gradient-based Estimation. - Juntao Dai; Yaodong Yang 001; Qian Zheng; Gang Pan 001 (ICML, 2024)

SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset. - Juntao Dai; Tianle Chen 001; Xuyao Wang; Ziran Yang; Taiye Chen; Jiaming Ji; Yaodong Yang 001 (NeurIPS, 2024)

Aligner: Efficient Alignment by Learning to Correct. - Jiaming Ji; Boyuan Chen 008; Hantao Lou; Donghai Hong; Borong Zhang; Xuehai Pan; Tianyi Qiu; Juntao Dai; Yaodong Yang 001 (NeurIPS, 2024)

Aligner: Achieving Efficient Alignment through Weak-to-Strong Correction. - Jiaming Ji; Boyuan Chen 008; Hantao Lou; Donghai Hong; Borong Zhang; Xuehai Pan; Juntao Dai; Yaodong Yang 001 (CoRR, 2024)

Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback. - Jiayi Zhou; Jiaming Ji; Juntao Dai; Yaodong Yang 001 (CoRR, 2024)

Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization. - Juntao Dai; Taiye Chen; Yaodong Yang 001; Qian Zheng; Gang Pan 001 (ICLR, 2025)

A control-oriented operation mode recognizing method using fuzzy evaluation and attention LSTM networks. - Bei Sun; Zhixuan Peng; Juntao Dai; Yonggang Li (Appl. Soft Comput., 2025)

ThinkPatterns-21k: A Systematic Study on the Impact of Thinking Patterns in LLMs. - Pengcheng Wen; Jiaming Ji; Chi-Min Chan; Juntao Dai; Donghai Hong; Yaodong Yang 001; Sirui Han; Yike Guo (CoRR, 2025)

Safe RLHF-V: Safe Reinforcement Learning from Human Feedback in Multimodal Large Language Models. - Jiaming Ji; Xinyu Chen; Rui Pan; Han Zhu; Conghui Zhang; Jiahao Li; Donghai Hong; Boyuan Chen 008; Jiayi Zhou; Kaile Wang; Juntao Dai; Chi-Min Chan; et al. (CoRR, 2025)

Measuring Hong Kong Massive Multi-Task Language Understanding. - Chuxue Cao; Zhenghao Zhu; Junqi Zhu; Guoying Lu; Siyu Peng; Juntao Dai; Weijie Shi; Sirui Han; Yike Guo (CoRR, 2025)

Mitigating Deceptive Alignment via Self-Monitoring. - Jiaming Ji; Wenqi Chen; Kaile Wang; Donghai Hong; Sitong Fang; Boyuan Chen 008; Jiayi Zhou; Juntao Dai; Sirui Han; Yike Guo; Yaodong Yang 001 (CoRR, 2025)

The Mirage of Multimodality: Where Truth is Tested and Honesty Unravels. - Jiaming Ji; Sitong Fang; Wenjing Cao; Jiahao Li; Xuyao Wang; Juntao Dai; Chi-Min Chan; Sirui Han; Yike Guo; Yaodong Yang 001 (CoRR, 2025)

InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback. - Boyuan Chen 008; Donghai Hong; Jiaming Ji; Jiacheng Zheng; Bowen Dong; Jiayi Zhou; Kaile Wang; Juntao Dai; Xuyao Wang; Wenqi Chen; Qirui Zheng; Wenxin Li; et al. (CoRR, 2025)

SafeLawBench: Towards Safe Alignment of Large Language Models. - Chuxue Cao; Han Zhu; Jiaming Ji; Qichao Sun; Zhenghao Zhu; Yinyu Wu; Juntao Dai; Yaodong Yang 001; Sirui Han; Yike Guo (CoRR, 2025)

A Game-Theoretic Negotiation Framework for Cross-Cultural Consensus in LLMs. - Guoxi Zhang; Jiawei Chen; Tianzhuo Yang; Jiaming Ji; Yaodong Yang 001; Juntao Dai (CoRR, 2025)

Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving. - Chuxue Cao; Mengze Li 001; Juntao Dai; Jinluan Yang; Zijian Zhao 002; Shengyu Zhang 001; Weijie Shi; Chengzhong Liu; Sirui Han; Yike Guo (CoRR, 2025)

The Singapore Consensus on Global AI Safety Research Priorities. - Yoshua Bengio; Tegan Maharaj; Luke Ong; Stuart Russell 001; Dawn Song; Max Tegmark; Lan Xue; Ya-Qin Zhang; Stephen Casper; Wan Sie Lee; Sören Mindermann; Vanessa Wilfred; et al. (CoRR, 2025)