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ResearchOctober 23, 2026

Diagnosing Personalization Failures in Mobile GUI Agents

arXiv:2610.30573v1 Announce Type: new Abstract: Unlike conventional GUI agents, personalized GUI agents require user preferences to guide sequential execution over changing GUI states. This raises two challenges: determining HOW each preference should alter execution strategy…

Zhixin Lin, Dongliang Xu, Jungang Li, Shidong Pan, Jun Feng, Yanbin Sun, Jing Li, Liang Liu, Yue Yao·arXiv — cs.AI
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  • 01.arXiv:2610.30573v1 Announce Type: new Abstract: Unlike conventional GUI agents, personalized GUI agents require user preferences to guide sequential execution over changing GUI states
  • 02.This raises two challenges: determining HOW each preference should alter execution strategy…

This material is provided as an extended analytical summary.

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