DHAT
X. Luo, J. Peng, J. Liang, "Directed Hypergraph Attention Network for Traffic Forecasting", IET Intelligent Transport Systems, Volume 16, No 1, pages 85-98, 2022.
ALGHGCN
Y. Zhao, F. Ding, H. Tan, “Attention-based Local-Global Hypergraph Convolutional Network for Traffic Flow Forecasting”, CICTP 2024, December 2024.
PAHN
W. Zhao, G. Yuan, R. Bing, "Periodicity Aware Spatial-Temporal Adaptive Hypergraph Neural Network for Traffic Forecasting", Geoinformatica, 2024.
HMSG
J. Wang, Y. Zhang, Y. Hu, B. Yin, “Large-Scale Traffic Prediction with Hierarchical Hypergraph Message Passing Networks”, IEEE Transactions on Computational Social Systems, pages 1-11, 2024.
Res-DSTHGCN
J. Su, H. Wang, K. Przystupa, O. Kochan, D.Liu, “Dynamic Spatio-Temporal Residual Hypergraph Convolutional Networks for Traffic Flow Forecasting”, Transportation Research Record: Journal of the Transportation Research Board, January 2025.
T-MPHN/T-HGLNN
K. Tang, T. Guo, Y. Zhou, Y. Chen, “Hypergraph Convolution Network for Urban Traffic Forecast Incorporating High-Order and Multi-Modal Semantic Correlations”, Expert Systems with Applications, Volume 290, September 2025.