@article{efficientautoregressivevideodiffusionwit, title = {Efficient Autoregressive Video Diffusion with Dummy Head}, author = {Hang Guo and Zhaoyang Jia and Jiahao Li and Bin Li and Yuanhao Cai and Jiangshan Wang and Yawei Li and Yan Lu}, year = {2026}, eprint = {2601.20499}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.20499}, }