arXiv cs.LG
· Papers
STKAN: Kolmogorov-Arnold Networks for Spatio-Temporal Forecasting
arXiv:2607.13108v1 Announce Type: new Abstract: Real-world traffic data exhibit heterogeneous spatial correlations and nonlinear temporal dynamics, posing substantial challenges for accurate spatio-temporal forecasting. Existing approaches have developed increasingly sophisticated graph, attention, and decomposition ar