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Chang-Min Lee

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#artificial intelligence Preprint Sep 2026

PastForward: Faster On-Device GUI Agents via Computational Experience Reuse

PastForward is presented, a system that accelerates GUI agents through validated, fine-grained reuse of computational experience accumulated during ordinary task execution and achieves action-step latency speedups of 1.63-2.36 while maintaining task success rates.

Taehwan Park, Chang-Min Lee, Hayeon Lee et al. · 0 citations

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