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#natural language process... Preprint Sep 2026

HySparse2: Hybrid Sparse Attention with Two-Level KV Sharing

Long-horizon and multi-turn agents typically generate short actions and process long observations from tools and environments. This growing context demands efficient prefill, compact KV-cache storage, and accurate long-context retrieval. To meet these demands, we introduce HySparse2, a hybrid sparse attention architect...

Jian-Yu Wei, Yi-Zhao Gao, Qi-Hao Zhang et al. · 0 citations

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