AI RESEARCH
PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records
arXiv CS.AI
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ArXi:2601.09636v2 Announce Type: replace While GUI agents have shown strong performance under explicit and completion instructions, real-world deployment requires aligning with users' complex implicit intents. In this work, we highlight Hierarchical Implicit Intent Alignment for Personalized GUI Agent (PersonalAlign), a new agent task that requires agents to leverage long-term user records as persistent context to resolve omitted preferences in vague instructions and anticipate latent routines by user state for proactive assistance. To facilitate this study, we.