@article{uniprefilluniversallongcontextprefillacc,
  title = {UniPrefill: Universal Long-Context Prefill Acceleration via Block-wise Dynamic Sparsification},
  author = {Qihang Fan and Huaibo Huang and Zhiying Wu and Bingning Wang and Ran He},
  year = {2026},
  eprint = {2605.06221},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.06221},
}