@article{sdflowsimilaritydrivenflowmatchingfortim, title = {SDFlow: Similarity-Driven Flow Matching for Time Series Generation}, author = {Wei Li and Shibo Feng and Pengcheng Wu and Xingyu Gao and Min Wu and Peilin Zhao}, year = {2026}, eprint = {2605.05736}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.05736}, }