@article{structuringthefuturediffusionllmspeculat, title = {Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs}, author = {Sudhanshu Agrawal and Risheek Garrepalli and Raghavv Goel and Christopher Lott and Fatih Porikli and Mingu Lee}, year = {2025}, eprint = {2509.18085}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.18085}, }