Gated Test-Time Scaling for GUI Grounding via Multi-Seed Zoom Search

Under review for ICML 2026

Huizai Yao, Yijie Xu, Tianfu Wang, Yili Wang, Yi Cui, Yunfan Lu, Fengjie Zhu, Xuemin Zhao, Hengyao Bao, Ying Sun, Hui Xiong.