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News/CommunityKV: Efficient Long-Context Decoding via Graph Partitioning
arxiv
PublishedOctober 3, 2026 at 4:00 AM
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CommunityKV: Efficient Long-Context Decoding via Graph Partitioning

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arXiv:2610.00418v1 Announce Type: new Abstract: Scaling Transformers to long contexts is constrained by the quadratic cost of self-attention and the linear growth of key-value cache memory transfer. Sparse attention mitigates this by retrieving only relevant tokens, but current approaches either req

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