most citedZigZagkv: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty

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cs.AI2026

MemForest: Efficient Agent Memory Management via EventTree Partitioning and Progressive Merging

Junxi Wang, Te Sun, Jiayi Zhu +9

Agent memory systems have demonstrated significant potential in long-term dialogue, personalized assistants, and video understanding. However, continuously accumulated memory intro…