Jul 2026
STKAN: Kolmogorov-Arnold Networks for Spatio-Temporal Forecasting
STKAN is proposed, a spatio-temporal forecasting architecture that introduces Taylor-polynomial Kolmogorov--Arnold Network modules into spatial and temporal token mixing and achieves competitive performance and performs better than the evaluated MLP-based variant in the tested settings.
Sicong Lai, Yuehong Hu, Si-Ru Zhong et al.
· arXiv.org · 0 citations