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Yuxi Qian

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Preprint Aug 2026

EvoGraph-Mem: Failure-Aware Editable Graph Memory for Long-Term Language Agents

This work studies insight-level memory maintenance for long-term language agents and proposes a failure-aware memory maintenance framework based on an editable insight graph and introduces a utility-aware retrieval mechanism and a graph controller that updates the memory graph after task execution.

Yuxi Qian, Yuxiang Ren · 0 citations