Author

Yusong Hu

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#artificial intelligence Preprint Aug 2026

UI-Venus-2 Technical Report

UI-Venus-2 is presented, a general-purpose foundation GUI agent designed to operate across mobile, web, and desktop environments through a unified closed-loop reasoning-action framework that integrates safety-aware mechanisms to ensure controlled execution of consequential actions.

Venus Team, Zhuo-Hang Cai, Hao-Xin Chen et al. · 3 citations

Jul 2026

MAGA: Multi-Platform Self-Fusion of GUI Agents via Structured Action Distillation

MAGA is introduced that re-allocates training signal according to the structured action and suppresses unnecessary or invalid distillation signals and focuses learning on erroneous actions.

Hang Yan, Zhangxuan Gu, Bei-Tong Zhou et al. · arXiv.org · 2 citations