Miancan Liu

GUI-ARP: ENHANCING GROUNDING WITH ADAPTIVE REGION PERCEPTION FOR GUI AGENTS

Existing GUI grounding methods often struggle with fine-grained localization in high-resolution screenshots. To address this, we propose GUI-ARP, a novel framework that enables adaptive multi-stage inference. Equipped with the proposed Adaptive Region Perception (ARP) and Adaptive Stage Controlling…