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#human-computer interacti... Preprint Jul 2026

SPECTRA: On-Device Cognitive Perturbation and Trajectory Analysis for Autonomous Edge-Cloud GUI Grounding

SPECTRA is proposed, a lightweight autonomous request framework for edge-cloud GUI grounding, comprising Saliency-Guided Targeted Perturbation and Efficient Cognitive Trajectory Analysis, which conducts a visual cognitive stress test and quantifies the topological divergence of the agent's high-dimensional cognitive tr...

Zhan Qu, Hui Zang, Ran Chen et al. · 0 citations

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