@article{cosaacceleratinglongcontextinferenceviap, title = {CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention}, author = {Yufei Xue and Lin Niu and Hong Liu and Siran Liu and Hanyong Shao and Wei Liu and Guanghua Yu and Jianchen Zhu and Jun Zhang}, year = {2026}, eprint = {2607.25291}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.25291}, }