@misc{lit_2610_17679,
  title = { {Dynamic K-Head: Difficulty-Supervised Budget Selection for Continuous Latent Reasoning} },
  author = {Ying Li and Yuqi Chen and Sixuan Li and Yunfeng Cai},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2610.17679},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.17679}
}