Liu, Q. et al. 2025. Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach. Proceedings of the AAAI Conference on Artificial Intelligence. 39, 11 (Apr. 2025), 12192–12200. DOI:https://doi.org/10.1609/aaai.v39i11.33328.