Author

Long-Wen Wang

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Preprint Jul 2026

LinearKV: One Cached State Suffices for Position-Independent Caching in Hybrid LLMs

LLM serving is increasingly accelerated by position-independent caching (PIC). Existing PIC methods, however, are built for full-attention models, where a token-indexed KV cache underlies its core operations: matching reusable token chunks, concatenating their KV entries, and selectively recomputing a few tokens to res...

Yi-Rui Liu, Ruoling Qi, Long-Wen Wang et al. · 1 citation