Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model. - Yifan Duan; Jian Zhao 006; pengcheng; Junyuan Mao; Hao Wu 098; Jingyu Xu 002; Shilong Wang 002; Caoyuan Ma; Kai Wang 036; Kun Wang 056; Xuelong Li 001 (NeurIPS, 2024)

CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks. - Yifan Duan; Guibin Zhang; Shilong Wang 002; Xiaojiang Peng; Ziqi Wang; Junyuan Mao; Hao Wu; Xinke Jiang; Kun Wang 056 (CoRR, 2024)

Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia. - Miao Yu; Junyuan Mao; Guibin Zhang; Jingheng Ye; Junfeng Fang; Aoxiao Zhong; Yang Liu 018; Yuxuan Liang; Kun Wang 042; Qingsong Wen (CoRR, 2024)

NetSafe: Exploring the Topological Safety of Multi-agent Networks. - Miao Yu; Shilong Wang 002; Guibin Zhang; Junyuan Mao; Chenlong Yin; Qijiong Liu; Qingsong Wen; Kun Wang 042; Yang Wang 015 (CoRR, 2024)

NetSafe: Exploring the Topological Safety of Multi-agent System. - Miao Yu; Shilong Wang 002; Guibin Zhang; Junyuan Mao; Chenlong Yin; Qijiong Liu; Kun Wang 056; Qingsong Wen; Yang Wang 015 (ACL (Findings), 2025)

Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics. - Zaige Fei; Fan Xu 009; Junyuan Mao; Yuxuan Liang; Qingsong Wen; Kun Wang 056; Hao Wu; Yang Wang 015 (ICLR, 2025)

AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management. - Junyuan Mao; Fanci Meng; Yifan Duan; Miao Yu; Xiaojun Jia; Junfeng Fang; Yuxuan Liang; Kun Wang 056; Qingsong Wen (CoRR, 2025)

A Survey on Trustworthy LLM Agents: Threats and Countermeasures. - Miao Yu; Fanci Meng; Xinyun Zhou; Shilong Wang 002; Junyuan Mao; Linsey Pang; Tianlong Chen 001; Kun Wang 056; Xinfeng Li; Yongfeng Zhang; Bo An 001; Qingsong Wen (CoRR, 2025)

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. - Kun Wang 056; Guibin Zhang; Zhenhong Zhou; Jiahao Wu; Miao Yu; Shiqian Zhao; Chenlong Yin; Jinhu Fu; Yibo Yan; Hanjun Luo; Liang Lin; Zhihao Xu; et al. (CoRR, 2025)