"sparse attention" Papers

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FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference

Xunhao Lai, Jianqiao Lu, Yao Luo et al.

ICLR 2025posterarXiv:2502.20766
51
citations

Kinetics: Rethinking Test-Time Scaling Law

Ranajoy Sadhukhan, Zhuoming Chen, Haizhong Zheng et al.

NeurIPS 2025posterarXiv:2506.05333
7
citations

LevAttention: Time, Space and Streaming Efficient Algorithm for Heavy Attentions

Ravindran Kannan, Chiranjib Bhattacharyya, Praneeth Kacham et al.

ICLR 2025posterarXiv:2410.05462
1
citations

MagicPIG: LSH Sampling for Efficient LLM Generation

Zhuoming Chen, Ranajoy Sadhukhan, Zihao Ye et al.

ICLR 2025posterarXiv:2410.16179
62
citations

MoBA: Mixture of Block Attention for Long-Context LLMs

Enzhe Lu, Zhejun Jiang, Jingyuan Liu et al.

NeurIPS 2025spotlightarXiv:2502.13189
94
citations

PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity

Kwanyoung Kim, Byeongsu Sim

ICCV 2025posterarXiv:2503.07677
1
citations

Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape

Ruichen Chen, Keith Mills, Liyao Jiang et al.

NeurIPS 2025oralarXiv:2505.22918
1
citations

MultiMax: Sparse and Multi-Modal Attention Learning

Yuxuan Zhou, Mario Fritz, Margret Keuper

ICML 2024poster