@article{attentionsparsityisinputstabletrainingfr, title = {Attention Sparsity is Input-Stable: Training-Free Sparse Attention for Video Generation via Offline Sparsity Profiling and Online QK Co-Clustering}, author = {Jiayi Luo and Jiayu Chen and Jiankun Wang and Cong Wang and Hanxin Zhu and Qingyun Sun and Chen Gao and Zhibo Chen and Jianxin Li}, year = {2026}, eprint = {2603.18636}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.18636}, }