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arXiv 2610.13990 · cs.LG · 2026-09-26

DoSA: Dots Sparse Attention

Fanxu Meng, Taosong Fang

dots studio

In latest · #184 Added on 2026-10-21

One-line takeaway

DoSA uses bounds to reject keys early, speeding up sparse attention without changing exact Top-K selection.

DoSA 用上下界证明提前排除不可能入选的 key,在不改变 Top-K 结果的前提下加速稀疏注意力。

81HF upvotes
30GitHub stars
0Citations (Semantic Scholar)
53.7Buzz score

Read on arXiv PDF Hugging Face discussion Code

About this data

Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.

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