@article{asurveyoncachemethodsindiffusionmodelsto, title = {A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation}, author = {Jiacheng Liu and Xinyu Wang and Yuqi Lin and Zhikai Wang and Peiru Wang and Peiliang Cai and Qinming Zhou and Zhengan Yan and Zexuan Yan and Zhengyi Shi and Chang Zou and Yue Ma and Linfeng Zhang}, year = {2025}, eprint = {2510.19755}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.19755}, }