@article{breakingdatasilostowardsopenandscalable, title = {Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning}, author = {Yuan Yuan and Yukun Liu and Chonghua Han and Jie Feng and Yong Li}, year = {2025}, eprint = {2506.06694}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.06694v1}, }