@article{dsdiffusiondatastyleguideddiffusionmodel, title = {DS-Diffusion: Data Style-Guided Diffusion Model for Time-Series Generation}, author = {Mingchun Sun and Rongqiang Zhao and Hengrui Hu and Songyu Ding and Jie Liu}, year = {2025}, eprint = {2509.18584}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.18584}, }