Author

Hyesung Jeon

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#machine learning Preprint Sep 2026

KVCMAS: Efficient KV cache Correction for Shared Context in Multi-Agent Systems

KVCMAS is presented, an online KV cache correction framework that represents cross-agent cache deviations using compact low-rank states and seamlessly chains corrections along the agent workflow without an additional reference prefill, establishing KVCMAS as an accurate and scalable KV cache sharing approach for prompt...

Hyesung Jeon, Hyeongju Ha, Seoyoun Lee et al. · 0 citations

#machine learning Preprint Sep 2026

PReCache: Efficient KV Cache Sharing for Multi-LoRA Agents via Low-Rank Precomputation and Neutral Reconstruction

PReCache is presented, a training-free KV cache sharing framework with two designs, namely PreLRShared and ReBaseShared, that share the base cache computed using the pretrained weights and precompute a compact agent-specific low-rank (LR) cache.

Hyesung Jeon, Hyeongju Ha, Jae-Joon Kim · 0 citations