@misc{lit_2610_30066,
  title = { {Looped Uniform Diffusion Language Models} },
  author = {Saiteja Utpala and Chieh-Hsin Lai and Yuki Mitsufuji and Praneeth Vepakomma},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2610.30066},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.30066}
}