S
Siyu Lu
Researcher at DiDi
Publications - 2
Citations - 817
Siyu Lu is an academic researcher from DiDi. The author has contributed to research in topics: Traffic congestion. The author has an hindex of 2, co-authored 2 publications receiving 392 citations.
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Proceedings Article
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
Huaxiu Yao,Fei Wu,Jintao Ke,Xianfeng Tang,Yitian Jia,Siyu Lu,Pinghua Gong,Jieping Ye,Zhenhui Li +8 more
TL;DR: A Deep Multi-View Spatial-Temporal Network (DMVST-Net) framework to model both spatial and temporal relations is proposed, which demonstrates effectiveness of the approach over state-of-the-art methods.
Posted Content
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
Huaxiu Yao,Fei Wu,Jintao Ke,Xianfeng Tang,Yitian Jia,Siyu Lu,Pinghua Gong,Jieping Ye,Zhenhui Li +8 more
TL;DR: Wang et al. as discussed by the authors proposed a Deep Multi-View Spatial-Temporal Network (DMVST-Net) framework to model both spatial and temporal relations, which can help the city pre-allocate resources to meet travel demand and to reduce empty taxis on streets which waste energy and worsen the traffic congestion.