作者位次 #2/5CVPR 2026Poster· Computer Vision & Pattern Recognition
Training High-Level Schedulers with Execution-Feedback Reinforcement Learning for Long-Horizon GUI Automation
Zehao Deng · Tianjie Ju · Zheng Wu · Zhuosheng Zhang · Gongshen Liu
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Zehao Deng · Tianjie Ju · Zheng Wu · Zhuosheng Zhang · Gongshen Liu
Zongru Wu · Rui Mao · Zhiyuan Tian · Pengzhou Cheng · Tianjie Ju · Zheng Wu · Lingzhong Dong · Haiyue Sheng · Zhuosheng Zhang · Gongshen Liu
Yijie Lu · Manman Zhao · Tianjie Ju · Zihe Yan · Xinbei Ma · Yuan Guo · Daizong Ding · Gongshen Liu · Zhuosheng Zhang
Autonomous GUI agents are inherently vulnerable to Environmental Injection Attacks (EIAs). However, existing red-teaming methods face a trade-off between requiring target-specific knowledge and incurring prohibitive computational costs. More fundamentally, a key question remains: \textit{what fac...