Shengnan Guo - Researcher Profile | RDL Research Database

Publications

2 shown

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

Chao Song , Youfang Lin , Shengnan Guo +1 more

Spatial-temporal network data forecasting is of great importance in a huge amount of applications for traffic management and urban planning. However, the underlying complex spat...

2020 Proceedings of the AAAI Conference on... 1304 citations

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

Shengnan Guo , Youfang Lin , Ning Feng +2 more

Forecasting the traffic flows is a critical issue for researchers and practitioners in the field of transportation. However, it is very challenging since the traffic flows usual...

2019 Proceedings of the AAAI Conference on... 2506 citations

Frequent Co-Authors

Researcher Info

h-index: 2
Publications: 2
Citations: 3,810
Institution: Beijing Jiaotong University

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Identifiers

ORCID: 0000-0002-3008-4511

Impact Metrics

h-index 2

h-index: Number of publications with at least h citations each.

Publications

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

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

Frequent Co-Authors

Youfang Lin

Ning Feng

Chao Song

Huaiyu Wan

Researcher Info

External Links

Identifiers

Impact Metrics