@article{blockpilotinstanceadaptivepolicylearning,
  title = {BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding},
  author = {Hao Zhang and Yiming Hu and Yong Wang and Mingqiao Mo and Xin Xiao and Xiangxiang Chu},
  year = {2026},
  eprint = {2606.31315},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.31315},
}