Kunpeng Zhang

Short-Term Prediction of Passenger Demand in Multi-Zone Level: Temporal Convolutional Neural Network With Multi-Task Learning

Kunpeng Zhang, Zijian Liu, Liang Zheng · IEEE Transactions on Intelligent Transportation Systems · 2019 · 166 citations

Convolutional Lstm, Engineering, Machine Learning +18

AI-TP: Attention-Based Interaction-Aware Trajectory Prediction for Autonomous Driving

Kunpeng Zhang, Liang Zhao, Chengxiang Dong et al. · IEEE Transactions on Intelligent Vehicles · 2022 · 139 citations

Artificial Intelligence, Intelligent Traffic Management, Graph Neural Network +14

Trajectory Prediction for Autonomous Driving Using Spatial-Temporal Graph Attention Transformer

Kunpeng Zhang, Xiaoliang Feng, Lan Wu et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 122 citations

Graph Attention Network, Convolutional Neural Network, Engineering +17

A deep learning based multitask model for network-wide traffic speed prediction

Kunpeng Zhang, Liang Zheng, Zijian Liu et al. · Neurocomputing · 2019 · 94 citations

Intelligent Traffic Management, Network Flows, Engineering +10

A novel generative adversarial network for estimation of trip travel time distribution with trajectory data

Kunpeng Zhang, Ning Jia, Liang Zheng et al. · Transportation Research Part C Emerging Technologies · 2019 · 91 citations

Route Choice, Data Science, Traffic Prediction +3