"long sequence processing" Papers

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Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction

Jeffrey Willette, Heejun Lee, Sung Ju Hwang

NEURIPS 2025arXiv:2505.11254
3
citations

Efficient Time Series Processing for Transformers and State-Space Models through Token Merging

Leon Götz, Marcel Kollovieh, Stephan Günnemann et al.

ICML 2025arXiv:2405.17951
5
citations

Tensor Product Attention Is All You Need

Yifan Zhang, Yifeng Liu, Huizhuo Yuan et al.

NEURIPS 2025spotlightarXiv:2501.06425
34
citations

Short-Long Convolutions Help Hardware-Efficient Linear Attention to Focus on Long Sequences

Zicheng Liu, Siyuan Li, Li Wang et al.

ICML 2024arXiv:2406.08128
10
citations