@article{efficientdiffusionllmsviatemporalspatial, title = {Efficient Diffusion LLMs via Temporal-Spatial Parallel Decoding and Confidence Extrapolation}, author = {Zekai Li and Ji Liu and Yiqing Huang and Ziqiong Liu and Dong Li and Emad Barsoum}, year = {2026}, eprint = {2605.30753}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.30753}, }