Author

Yuqicheng Zhu

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Preprint Aug 2026

AWM: Answerable Working Memory for Long-Document VQA Agents

Long-document visual question answering increasingly relies on VLM agents that retrieve candidate pages, inspect page images, write findings to working memory, and synthesize answers. Working memory should carry answer-supporting evidence across page inspections for later grounded answering, yet existing evaluation mai...

Dongzhuoran Zhou, Yuqicheng Zhu, Yu-Le Liu et al. · 3 citations · ⚡1

#machine learning Preprint Aug 2026

Conformalized Large Language Models under Configuration Shift

It is found that configuration shift consistently erodes CP validity, often driving empirical coverage below the target, and coverage lower bounds are derived that attribute this loss to a discrepancy between calibration and test score distributions.

Yuqicheng Zhu, Jia-Lin Yu, Lin Li et al. · 0 citations