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Doo Hwan Hwang

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#natural language process... Preprint Oct 2026

Behavior-Preserving KV Cache Compression

KV caches are a major bottleneck in long-context inference and long-form generation with large language models. Existing training-free eviction policies largely rely on proxy importance signals, such as attention mass, to decide which past tokens to retain. We argue that cache compression should instead preserve the pr...

Doo Hwan Hwang, Junyoung Jang, Jun-Ho Na et al. · 0 citations