@article{fromsnapshotstotrajectorieslearningsingl, title = {From Snapshots to Trajectories: Learning Single-Cell Gene Expression Dynamics via Conditional Flow Matching}, author = {Siyu Pu and Qingqing Long and Xiaohan Huang and Haotian Chen and Jiajia Wang and Meng Xiao and Xiao Luo and Hengshu Zhu and Yuanchun Zhou and Xuezhi Wang}, year = {2026}, eprint = {2605.22340}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.22340}, }