ASTGCN
S. Guo, Y. Lin, N. Feng, C. Song, H. Wan,"Attention based Spatial-Temporal Graph Convolutional Networks For Traffic Flow Forecasting", AAAI Conference on Artificial Intelligence, Volume33, pages 922-929, 2019.
TSSRGCN
C. Chen, K. Li, S. Teo, X. Zou, K. Wang, J. Wang, "TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting", IEEE International Conference on Data Mining, ICDM 2020, 2020.
A3T-GCNN
J. Bai, J. Zhu, Y. Song, L. Zhao, Z. Hou, R. Du,"A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting", ISPRS International Journal of Geo-Information, Volume 10, page 485, 2021.
MGSTA
N. Li, S. Zhao, Y. Feng, F. Ha, "MGSTA: Meta Learning Based Graph Convolutional Stacked Temporal Attention Neural Network for Traffic Flow Forecasting", International Joint Conference on Neural Networks, IJCNN 2024, 2024.
QA-STGACN
Z. Qiu, Z. Xie, Z. Ji, X. Liu, G. Wang, "Integrating Query Data For Enhanced Traffic Forecasting: A Spatio-Temporal Graph Attention Convolution Network Approach with Delay Modeling", Knowledge-Based Systems, October 2024.
ASGCN
L. Zheng, Y. Pu, W. Sun, "Traffic Flow Prediction Algorithm Based on Attention Spatiotemporal Graph Convolution Mechanism", IEEE Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2024, pages 1076-1080, 2024.
DACSTGCN
Y. Liao, D. Mei, "Traffic Flow Prediction of Spatial-Temporal Graph Convolutional Networks with Integrated Multi-Attention Mechanisms", IEEE International Conference on Intelligent Communication and Networking, ICN 2024, pages 119-123, Shenyang, China, 2024.
STGCAM
P. Pareek, R. Al-Fatlawy, R. Manasa, P. Varma, N. Kotla, "Traffic Flow Prediction in Intelligent Transportation using Spatial-Temporal Graph Convolution Attention Module", IEEE International Conference on Software, Systems and Information Technology, SSITCON 2024, Tumkur, India, 2024.
CSIAGCN
H. Fan, B. Ren, C. He, "Cross-Channel spatial interaction attention graphs convolutional networs for traffic flow prediction", IEEE International Conference on Internet of Things, Automation and Artificial Intelligence, Guangzhou, China, 2024.
TC-GCN
L. Wang, D. Guo, H. Wu, K. Li, W. Yu, "TC-GCN: Triple Cross-Attention and Graph Convolutional Network For Traffic Forecasting", Information Fusion, May 2024.
D-TGCN
Y. Ba, S. Ji, S. Pan, S. He, Y. Ji, D. Guo, "Urban Road Traffic Prediction with Dynamic Spatial-temporal Graph Convolutional Network based on Attention Mechanism", IEEE Sensors Journal, June 2025.
DGMSTA
T. Ma, A. Wu "DGMSTA: Dynamic Gated Multigraph Spatial-Temporal Attention Network for Traffic Flow Forecasting", International Conference on Intelligent Traffic Systems and Smart City, ITSSC 2025, 2025.