Preprint
Aug 2026
LeanMem: Simple and Efficient Long-Term Memory for LLM Agents
LeanMem is proposed, a lightweight long-term memory framework that improves accuracy over the strongest memory-based baseline in every setting, at the lowest or near-lowest construction cost, inference tokens, and latency.
Yuxin Liao, Le Wu, Min Hou et al.
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