UrbanFlow

Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction
IEEE TKDE
Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang
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Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction
Robust prediction of citywide traffic flows at different time periods plays a crucial role in intelligent transportation systems. While …
Jiahao Ji*, Jingyuan Wang, Chao Huang*, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng
PDF DOI STDL UrbanFlow Code Dataset
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction
Fine-grained Urban Flow Prediction
WWW 2021
Yuxuan Liang, Kun Ouyang, Junkai Sun*, Yiwei Wang, Junbo Zhang, Yu Zheng, David S.Rosenblum, Roger Zimmermann
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Fine-grained Urban Flow Prediction