@article{sangamefficientlyservingdiffusionllmswit, title = {Sangam: Efficiently Serving Diffusion LLMs with the AR Stack}, author = {Nitin Kedia and Saurabh Agarwal and Myungjin Lee and Aditya Akella}, year = {2026}, eprint = {2607.04206}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.04206}, }