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Ming-Syan Chen

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#artificial intelligence Preprint Dec 2025

KV Admission: Learning What to Write for Efficient Long-Context LLM Inference

This paper formalizes KV management as a causal system of three primitives: KV Admission, Selection, and Eviction, and instantiate KV Admission via Write-Gated KV (WG-KV), a lightweight mechanism that learns to predict token utility before cache entry.

Yen-Chieh Huang, Rui Fang, Ming-Syan Chen et al. · 2 citations

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