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Ze-Hui Kong

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#artificial intelligence Preprint Oct 2026

SPEM: Structure-Aware Procedural Memory for Efficient Skill Use in LLM Agents

SPEM is a lightweight structure-aware procedural memory framework for efficient skill use in LLM-based agents and achieves the best overall effectiveness--efficiency trade-off, reaching 87.1% ALFWorld success and 38.38% SkillsBench reward.

Ran Zhou, Ze-Hui Kong, Fan-Yu Lin et al. · 0 citations