@article{Lee2026Polestar,
  title   = {Polestar: Drift-Aware Cache Calibration and Token Commitment for Efficient Inference of Diffusion LLMs},
  author  = {Lee, Mingyu and Ramachandran, Akshat and Kundu, Souvik and Krishna, Tushar},
  journal = {arXiv preprint arXiv:2607.14107},
  year    = {2026},
  url     = {https://arxiv.org/abs/2607.14107}
}