@article{efficientvideodiffusionmodelsadvancement,
  title = {Efficient Video Diffusion Models: Advancements and Challenges},
  author = {Shitong Shao and Lichen Bai and Pengfei Wan and James Kwok and Zeke Xie},
  year = {2026},
  eprint = {2604.15911},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.15911},
}