MGHCN
X. Fan, K. Qi, D. Wu, H. Xie, Z. Qu, C. Ren, "MGHCN: Multi-Graph Structures and Hypergraph Convolutional Networks For Traffic Flow Prediction", Alexandria Engineering Journal, 2025.
PAHNN
X. Fan, K. Qi, D. Wu, H. Xie, Z. Qu, C. Ren, "Periodicity aware spatial-temporal adaptive hypergraph neural network for traffic forecasting", Geoinformatica, 2024.
DHSL
J. Wang, Y. Zhang, L. Wang, Y. Hu, X. Piao, B. Yin, "Dynamic Hypergraph Structure Learning for Multivariate Time Series Forecasting", IEEE Transactions on Big Data, Volume 10, pages 556-567, 2024.
GADEF-Net
X. Wang, D. Wu, Z. Wang, L. Ye, Y. Xue, Y. Zhang, "GADEF-Net: A Heterogeneity-Aware Dual-Graph Framework for Robust Multimodal Traffic Forecasting", Scientific Reports, 2026.