@article{uniqueuniversaltopksparseattentionfortra,
  title = {UNIQUE: Universal Top-k Sparse Attention for Training-free Inference and Sparsity-aware Training},
  author = {Keqi Deng and Shaoshi Ling and Ruchao Fan and Jinyu Li},
  year = {2026},
  eprint = {2605.27740},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.27740},
}