A Survey on Spatio-Temporal Prediction: From Transformers to Foundation Models. - Yingchi Mao; Hongliang Zhou; Ling Chen; Rongzhi Qi; Zhende Sun; Yi Rong; Xiaoming He 004; Mingkai Chen 001; Shahid Mumtaz; Valerio Frascolla; Mohsen Guizani; Joel J. P. C. Rodrigues (ACM Comput. Surv., 2026)