@article{urbanincontextlearningbridgingpretrainin, title = {Urban In-Context Learning: Bridging Pretraining and Inference through Masked Diffusion for Urban Profiling}, author = {Ruixing Zhang and Bo Wang and Tongyu Zhu and Leilei Sun and Weifeng Lv}, year = {2025}, eprint = {2508.03042}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.03042}, }