@misc{lit_2610_36901,
  title = { {HiLo-RD: Cross-Budget Self-Distillation for Masked Diffusion Language Models} },
  author = {Xiang Li and Chengting Yu and Jungang Li and Yilun Zheng and Junzhuo Li and Xingyao Zhang and Wenbo Su and Xuming Hu},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2610.36901},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.36901}
}