Dynamic-GRCNN
H. Peng, H. Wang, B. Du, M. Bhuiyan, H. Ma, J.Li, "Spatial Temporal Incidence Dynamic Graph Neural Networks For Traffic Flow Forecasting", Information Sciences, Volume 521, pages 277–290, 2020.
ASTGN
S. Guo, Y. Lin , H. Wan, X. Li, G. Cong, "Learning Dynamics and Heterogeneity of Spatial–Temporal Graph Data for Traffic Forecasting", IEEE Transactions on Knowledge Data Engineering, 2021.
DSTAGNN
S. Lan, Y. Ma, W. Huang, W. Wang, H. Yang, P. Li, "DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting", International Conference on Machine Learning, PMLR 162:11906-11917, 2022.
W-DSTAGNN
Y. Jakhmola, M. Panja, N. Mishra, K. Ghosh, U. Kumar, T. Chakraborty, "Spatiotemporal Forecasting of Traffic Flow using Wavelet-based Temporal Attention", Preprint, 2024.
DTPO-GNN
L. Waikhom, R. Patgiri, L. Singh, "Dynamic Temporal Position Observant Graph Neural Network For Traffic Forecasting", Applied Intelligence, Volume 53, pages 23166-23178, October 2023.
SGSL
T. Wang, S. Zhao, W. Jia, D. Shi, "A Task-Oriented Spatial Graph Structure Learning Method for Traffic Forecasting", IEEE Transactions on Intelligent Transportation Systems, 2025.
DG-STMTL
W. Cui, P. Wang, F. Yin, "DG-STMTL: A Novel Graph Convolutional Network for Multi-Task Spatio-Temporal Traffic Forecasting", Preprint, April 2025.
STCFGNN
N. Ning, W. Zhang, W. Li, H. Li, Y. Zhang, Y. Zhou, F. Liu, “Spatial–temporal Causal Fusion Graph Neural Networks for Urban Traffic Prediction”, Computer Networks, 2025.