Shengnan Guo

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

Shengnan Guo, Youfang Lin, Ning Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 2.8K citations · Full text

Computing, Data Science, Forecasting +16

Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

Chao Song, Youfang Lin, Shengnan Guo et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 1.5K citations · Full text

Computing, Transportation Planning, Urban Planning +17

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting

Shengnan Guo, Youfang Lin, Huaiyu Wan et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 704 citations

Computing, Computer Science, Data Science +17

Deep Spatial–Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting

Shengnan Guo, Youfang Lin, Shijie Li et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 451 citations

Computing, Computer Science, Forecasting +14

Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction

Yan Lin, Huaiyu Wan, Shengnan Guo et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 114 citations · Full text

Computing, Data Science, Natural Language Processing +16