Yang Liu

DeepPF: A deep learning based architecture for metro passenger flow prediction

Yang Liu, Zhiyuan Liu, Ruo Jia · Transportation Research Part C Emerging Technologies · 2019 · 392 citations

Engineering, Machine Learning, Data Science +6

Small Object Detection Method Based on Adaptive Spatial Parallel Convolution and Fast Multi-Scale Fusion

Guanqiu Qi, Yuanchuan Zhang, Kunpeng Wang et al. · Remote Sensing · 2022 · 132 citations · Full text

Small Object Detection, Fast Multi-scale Fusion, Image Classification +15

Deep dispatching: A deep reinforcement learning approach for vehicle dispatching on online ride-hailing platform

Yang Liu, Fanyou Wu, Cheng Lyu et al. · Transportation Research Part E Logistics and Transportation Review · 2022 · 128 citations

Artificial Intelligence, Reinforcement Learning (Computer Engineering), Deep Reinforcement +6

Pricing scheme design of ridesharing program in morning commute problem

Yang Liu, Yuanyuan Li · Transportation Research Part C Emerging Technologies · 2017 · 125 citations

Transportation Planning, Scheme Design, Business +5

How machine learning informs ride-hailing services: A survey

Yang Liu, Ruo Jia, Jieping Ye et al. · Communications in Transportation Research · 2022 · 110 citations · Full text