55 citations · 119 across the 5 of their papers we have counts for
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cs.LG2023★ 1 cited
Counterfactual Graph Transformer for Traffic Flow Prediction
Ying Yang, Kai Du, Xingyuan Dai +1
Traffic flow prediction (TFP) is a fundamental problem of the Intelligent Transportation System (ITS), as it models the latent spatial-temporal dependency of traffic flow for poten…
cs.LG2017★ 45 cited
DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction
Xingyuan Dai, Rui Fu, Yilun Lin +2
In this paper, we consider the temporal pattern in traffic flow time series, and implement a deep learning model for traffic flow prediction. Detrending based methods decompose ori…