Yuankai Wu

A hybrid deep learning based traffic flow prediction method and its understanding

Yuankai Wu, Huachun Tan, Lingqiao Qin et al. · Transportation Research Part C Emerging Technologies · 2018 · 775 citations

Intelligent Traffic Management, Network Flows, Engineering +7

Rule-interposing deep reinforcement learning based energy management strategy for power-split hybrid electric vehicle

Renzong Lian, Jiankun Peng, Yuankai Wu et al. · Energy · 2020 · 325 citations

Electrical Engineering, Engineering, Rule-interposing Deep Reinforcement +7

Deep reinforcement learning of energy management with continuous control strategy and traffic information for a series-parallel plug-in hybrid electric bus

Yuankai Wu, Huachun Tan, Jiankun Peng et al. · Applied Energy · 2019 · 318 citations

Electrical Engineering, Engineering, Deep Reinforcement Learning +7

Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework

Yuankai Wu, Huachun Tan · arXiv (Cornell University) · 2016 · 251 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Short-Term Traffic Prediction Based on Dynamic Tensor Completion

Huachun Tan, Yuankai Wu, Bin Shen et al. · IEEE Transactions on Intelligent Transportation Systems · 2016 · 235 citations

Intelligent Traffic Management, Network Flows, Engineering +14