Sketch-Inspector: A Deep Mixture Model for High-Quality Sketch Generation of Cats. - Yunkui Pang; Zhiqing Pan; Ruiyang Sun; Shuchong Wang (ISVC (1), 2020)

Research on autonomous formation of Multi-UAV based on MADDPG algorithm. - Yaozhong Zhang; Zhuoran Wu; Yunhong Ma; Ruiyang Sun; Zixiang Xu (ICCA, 2022)

Domain knowledge-based security bug reports prediction. - Wei Zheng 006; Jingyuan Cheng; Xiaoxue Wu 001; Ruiyang Sun; Xiaolong Wang; Xiaobing Sun 001 (Knowl. Based Syst., 2022)

BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset. - Jiaming Ji; Mickel Liu; Josef Dai; Xuehai Pan; Chi Zhang 017; Ce Bian; Boyuan Chen 008; Ruiyang Sun; Yizhou Wang 001; Yaodong Yang 001 (NeurIPS, 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; Josef Dai; Yaodong Yang 001 (NeurIPS, 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)

Safe RLHF: Safe Reinforcement Learning from Human Feedback. - Josef Dai; Xuehai Pan; Ruiyang Sun; Jiaming Ji; Xinbo Xu; Mickel Liu; Yizhou Wang 001; Yaodong Yang 001 (ICLR, 2024)

Investigation of the Critical Chain Buffer Calculation Model Using Information Entropy and Relay Potential. - Xiangtian Nie; Dongke Li; Min Li; Ying Guo; Dongfang Gao; Ruiyang Sun (IEEE Access, 2024)

Device-Free Localization Based on Knowledge Distillation Method. - Ruiyang Sun; Zhiyang Cui; Ziwei Xia; Benying Tan (ICIC (17), 2025)

Urban region function classification via fusing optical imagery and social media data: A spatio-temporal Transformer interaction approach. - Ruiyang Sun; Xin Su 003; Qiangqiang Yuan; Hongzan Jiao; Jiang He; Li Zheng 004 (Inf. Fusion, 2025)