MA-GCN
D. Peng, Y. Zhang, "MA-GCN: A Memory Augmented Graph Convolutional Network for traffic prediction", Engineering Applications of Artificial Intelligence, Volume 121, 2023
TADGCN
C. Wang, K. Zuo , S. Zhang, C. Liu, H. Peng, W. Li, Z. Shen, P. Hu, R. Wang, B. Jie, "TADGCN: A Time-Aware Dynamic Graph Convolution Network for Long-Term Traffic Flow Prediction, Expert Systems with Applications, Volume 258, 2024.
MGCN
W. Lin, Z. Zhang, G. Ren, Y. Zhao, J, Ma, Q. Cao, "MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network For Long-Term Traffic Forecasting", Knowledge-Based Systems, Volume 30930, January 2025.
MADGCRN
X. Ji, M. Zhang, X. Fan, T. Li, “Memory Adaptive Dynamic Graph Convolutional Recurrent Networks for Traffic Prediction”, International Conference on Intelligent Computing, July 2025.
LSTGAN
B. Remmouche, D. Boukraa, A. Zakharova,T. Bouwmans, M. Taffar, "Long-Term Spatio-Temporal Graph Attention Network for Traffic Forecasting, Expert Systems with Applications, 2025.
ImPreSTDG
X. Zhang, C. Li, L. Ji, Y. Kang, M. Pan, Z. Liu, Q. Qi, "Pretraining-improved Spatiotemporal Graph Network for The Generalization Performance Enhancement of Traffic Forecasting", Scientific Reports, July 2025.