@article{simdiffsimpleryetbetterdiffusionmodelfor, title = {SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting}, author = {Hang Ding and Xue Wang and Tian Zhou and Tao Yao}, year = {2025}, eprint = {2511.19256}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.19256}, }