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Wen-Ya Wang

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#artificial intelligence Preprint Oct 2026

MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents

Memory has become integral to the LLM agent ecosystem, supporting information retention and reuse across interactions. However, most existing agent memory systems construct memory in a query-agnostic manner, which can incur unnecessary preprocessing cost and discard details that later prove essential. Recent studies ha...

Haozhen Zhang, Hao-Dong Yue, Quan-Yu Long et al. · 0 citations

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