References

• 2018Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting6,048 cited
• 2019Graph WaveNet for Deep Spatial-Temporal Graph Modeling3,706 cited
• 2019T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction3,527 cited
• 2019Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting3,248 cited
• 2020GMAN: A Graph Multi-Attention Network for Traffic Prediction1,923 cited
• 2020Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting1,732 cited
• 2021Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting1,035 cited
• 2021Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting725 cited
• 2020Traffic Flow Prediction via Spatial Temporal Graph Neural Network670 cited
• 2019Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning621 cited
• 2020Spatial-Temporal Transformer Networks for Traffic Flow Forecasting606 cited
• 2021Coupled Layer-wise Graph Convolution for Transportation Demand Prediction201 cited
• 2021DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction184 cited
• 2022Towards Spatio- Temporal Aware Traffic Time Series Forecasting170 cited