@article{pisapiecewisesparseattentioniswiserforef, title = {PISA: Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers}, author = {Haopeng Li and Shitong Shao and Wenliang Zhong and Zikai Zhou and Lichen Bai and Hui Xiong and Zeke Xie}, year = {2026}, eprint = {2602.01077}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.01077}, }