IGCRRN: Improved Graph Convolution Res-Recurrent Network for spatio-temporal dependence capturing and traffic flow prediction

Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Jun‐Young Chung, Çaǧlar Gülçehre, Kyunghyun Cho et al. · arXiv (Cornell University) · 2014 · 10.7K citations · Full text

Music, Structured Prediction, Engineering +17

Social LSTM: Human Trajectory Prediction in Crowded Spaces

Alexandre Alahi, Kratarth Goel, Vignesh Ramanathan et al. · 2016 · 3.4K citations · Full text

Artificial Intelligence, Crowd Simulation, Engineering +18

Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

2018 · 3K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction

Ling Zhao, Yujiao Song, Chao Zhang et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 3K citations · Full text

Spectral Networks and Locally Connected Networks on Graphs

Joan Bruna, Wojciech Zaremba, Arthur Szlam et al. · arXiv (Cornell University) · 2013 · 2.7K citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +19