Author

Yuxuan Liang

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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