Liang Zheng

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

Support vector machine in crash prediction at the level of traffic analysis zones: Assessing the spatial proximity effects

Ni Dong, Helai Huang, Liang Zheng · Accident Analysis & Prevention · 2015 · 160 citations

Support Vector Machine, Traffic Analysis Zones, Engineering +11

A simple nonparametric car-following model driven by field data

Zhengbing He, Liang Zheng, Wei Guan · Transportation Research Part B Methodological · 2015 · 157 citations

Statistics, Field Data, Autonomous Driving +1

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

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