作者位次 #2/5NeurIPS 2026Poster
AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
Boxuan Zhang · Jianing Zhu · Zeru Shi · Dongfang Liu · Ruixiang Tang
智能体与工具OpenReview
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Boxuan Zhang · Jianing Zhu · Zeru Shi · Dongfang Liu · Ruixiang Tang
Jingwei Sun · Jianing Zhu · Jiangchao Yao · Tongliang Liu · Bo Han
Xutao Mao · Jianing Zhu · Jinman Zhao · Tongliang Liu · Xiaowen Chu · Cong Wang (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences) · Bo Han
Guangwei Zhang · Jianing Zhu · Cheng Qian · Neil Zhenqiang Gong · Rada Mihalcea · Zhaozhuo Xu · Jingrui He · Jiaqi W. Ma · Chaowei Xiao · Bo Li · Ahmed Abbasi · Dongwon Lee · Heng Ji · Denghui Zhang
We present Copyright Detective , the first interactive forensic system for detecting, analyzing, and visualizing potential copyright risks in LLM outputs. The system treats copyright infringement versus compliance as an evidence discovery process rather than a static classification task due to th...