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Qi-Xuan Sun

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#natural language process... Preprint Sep 2026

CreaMem: A Scene-Aware Memory Architecture for Personalized Agents

Long-term memory is a core capability for personalized LLM agents. To support it, existing memory systems organize information using various criteria such as topic segments or summary hierarchies. However, we identify two major limitations in these designs. First, they lack scene awareness: memories from unrelated life...

Qi-Xuan Sun, Yue Que, Bowei He et al. · 0 citations

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