WMF-Traffic
W. Li, J. Song, P. Ouyang, Y. Zhang, “Multi-scale Wavelet-Mamba Framework for Spatiotemporal Traffic Forecasting”, Scientific Reports, 2025.
HSTSNet
T. Xu, Z. Zhao, J. Zhang, J. Deng, Y. Zhao, X. Yang, P. Wang, "Hierarchical spatial-temporal semantic-enhancement network for traffic forecasting", Applied Intelligence, March 2026.