2 citations · 2 across the 8 of their papers we have counts for
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cs.AI2026
Can Agents Work for Everyone? Cross-User Reliability for Mobile GUI Agents in Personalized User Interfaces
Yeji Park, Jaeyun Shim, Taesik Gong
Mobile GUI agents increasingly operate on interfaces influenced by users' histories and preferences, but their reliability across different users remains underexplored. We introduc…
cs.AI2026
SharpDraft: Accelerating Long-Context Speculative Decoding with Cardinality-Aware Query Scaling
Jeonghoon Park, Seongwoon Jo, Jongwon Lee +1
Long-form reasoning makes inference expensive, and speculative decoding mitigates this cost by verifying multiple draft tokens in parallel. Its speedup, however, can fade as contex…
cs.AI2026
PastForward: Faster On-Device GUI Agents via Computational Experience Reuse
Taehwan Park, Changmin Lee, Hayeon Lee +1
Running GUI agents on edge devices can keep sensitive screens and interaction histories local, but the computational cost of inference at every action step makes deployment challen…