Cheng Lyu

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 · 135 citations

Engineering, Automotive Engineering, Autonomous Systems +14

DeepTSP: Deep traffic state prediction model based on large-scale empirical data

Yang Liu, Cheng Lyu, Yuan Zhang et al. · Communications in Transportation Research · 2021 · 104 citations · Full text

Computing, Computer Science, Data Science +16

Exploring a large-scale multi-modal transportation recommendation system

Yang Liu, Cheng Lyu, Zhiyuan Liu et al. · Transportation Research Part C Emerging Technologies · 2021 · 81 citations

Computing, Data Science, Recommender Systems +11

A static bike repositioning model in a hub-and-spoke network framework

Di Huang, Xinyuan Chen, Zhiyuan Liu et al. · Transportation Research Part E Logistics and Transportation Review · 2020 · 72 citations · Full text

Computing, Computer Science, Transportation Planning +14

A Gaussian-Process-Based Data-Driven Traffic Flow Model and Its Application in Road Capacity Analysis

Zhiyuan Liu, Cheng Lyu, Zelin Wang et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 65 citations · Full text

Engineering, Data Science, Transport +16