Zhiyuan Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 44

Top Topics

Gaussian Process Regression

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Intell. Transp. Syst. Mag.

Publications

Pan Wu, Mingyang Pei, Tao Wang, Yang Liu, Zhiyuan Liu, Lingshu Zhong
A Low-Rank Bayesian Temporal Matrix Factorization for the Transfer Time Prediction Between Metro and Bus Systems. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Ying Li, Ping Li, Doudou Yan, Yang Liu, Zhiyuan Liu
Deep knowledge distillation: A self-mutual learning framework for traffic prediction. Expert Syst. Appl. 252 (2024)
Pengli Mo, Zhiyuan Liu, Zhijia Tan, Wen Yi, Pan Liu
Subsidy Allocation Problem with Bus Frequency Setting Game: A Trilevel Formulation and Exact Algorithm. Transp. Sci. 58 (3) (2024)
Zhiyuan Liu, David Z. W. Wang, Yu Jiang, Nirajan Shiwakoti, Yadong Wang
Special Issue on Methods and Applications for Large-Scale Intelligent Transportation Systems [Guest Editorial]. IEEE Intell. Transp. Syst. Mag. 16 (3) (2024)
Ziyuan Gu, Yifan Li, Meead Saberi, Zhiyuan Liu
Simulation-Based Robust and Adaptive Optimization Method for Heteroscedastic Transportation Problems. Transp. Sci. 58 (4) (2024)
Hantao Zhao, Tan Guo, Weiping Tong, Haodong Yin, Zhiyuan Liu
PaCS: A Parallel Computation Framework for Field-Based Crowd Simulation. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Kai Zhang, Honggang Zhang, Qixiu Cheng, Xinyuan Chen, Zewen Wang, Zhiyuan Liu
A customized two-stage parallel computing algorithm for solving the combined modal split and traffic assignment problem. Comput. Oper. Res. 154 (2023)
Ziyuan Gu, Xun Yang, Qi Zhang, Wenwu Yu, Zhiyuan Liu
TERL: Two-Stage Ensemble Reinforcement Learning Paradigm for Large-Scale Decentralized Decision Making in Transportation Simulation. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Kunlun Zhu, Shihao Liang, Xu Han, Zhi Zheng, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation. CoRR (2023)
Jiping Xing, Ronghui Liu, Anish Khadka, Zhiyuan Liu
A Customized Data Fusion Tensor Approach for Interval-Wise Missing Network Volume Imputation. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Kai Huang, Ming Chen, Zihan Zhou, Xu Han, Jian Wang, Zhiyuan Liu
A Systematic Approach for the Calibration of Route Choice Models Based on Stochastic User Equilibrium. IEEE Intell. Transp. Syst. Mag. 15 (4) (2023)
Zhiyuan Liu, Cheng Lyu, Zelin Wang, Shuaian Wang, Pan Liu, Qiang Meng
A Gaussian-Process-Based Data-Driven Traffic Flow Model and Its Application in Road Capacity Analysis. IEEE Trans. Intell. Transp. Syst. 24 (2) (2023)
Zhiyuan Liu, Xinyuan Chen, Jintao Hu, Shuaian Wang, Kai Zhang, Honggang Zhang
An alternating direction method of multipliers for solving user equilibrium problem. Eur. J. Oper. Res. 310 (3) (2023)
Pei Li, Sheng Wang, Hantao Zhao, Jia Yu, Liyang Hu, Haodong Yin, Zhiyuan Liu
IG-Net: An Interaction Graph Network Model for Metro Passenger Flow Forecasting. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Ruyang Yin, Zhiyuan Liu, Nan Zheng
A Simulation-Based Model for Continuous Network Design Problem Using Bayesian Optimization. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Jinbiao Huo, Xinhua Wu, Cheng Lyu, Wenbo Zhang, Zhiyuan Liu
Quantify the Road Link Performance and Capacity Using Deep Learning Models. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Duxin Chen, Qi Shao, Zhiyuan Liu, Wenwu Yu, C. L. Philip Chen
Ridesourcing Behavior Analysis and Prediction: A Network Perspective. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Zhiyuan Liu, Yunshan Wang, Qixiu Cheng, Hai Yang
Analysis of the Information Entropy on Traffic Flows. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Xiao Fu, Guanyi Yu, Zhiyuan Liu
Spatial-Temporal Convolutional Model for Urban Crowd Density Prediction Based on Mobile-Phone Signaling Data. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Jinbiao Huo, Xiao Fu, Zhiyuan Liu, Qi Zhang
Short-Term Estimation and Prediction of Pedestrian Density in Urban Hot Spots Based on Mobile Phone Data. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Yang Liu, Fanyou Wu, Cheng Lyu, Xin Liu, Zhiyuan Liu
Behavior2vector: Embedding Users' Personalized Travel Behavior to Vector. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Cheng Lyu, Xinhua Wu, Yang Liu, Zhiyuan Liu
A Partial-Fréchet-Distance-Based Framework for Bus Route Identification. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Zhichen Liu, Zhiyuan Liu, Xiao Fu
Dynamic Origin-Destination Flow Prediction Using Spatial-Temporal Graph Convolution Network With Mobile Phone Data. IEEE Intell. Transp. Syst. Mag. 14 (5) (2022)
Zhiyuan Liu, Cheng Lyu, Jinbiao Huo, Shuaian Wang, Jun Cheng
Gaussian Process Regression for Transportation System Estimation and Prediction Problems: The Deformation and a Hat Kernel. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Yunyang Shi, Zhongkai Liu, Zihan Wang, Jiajun Ye, Weiping Tong, Zhiyuan Liu
An Integrated Traffic and Vehicle Co-Simulation Testing Framework for Connected and Autonomous Vehicles. IEEE Intell. Transp. Syst. Mag. 14 (6) (2022)
Zhiyuan Liu, Yang Liu, Cheng Lyu, Jieping Ye
Building Personalized Transportation Model for Online Taxi-Hailing Demand Prediction. IEEE Trans. Cybern. 51 (9) (2021)
Yang Liu, Cheng Lyu, Xin Liu, Zhiyuan Liu
Automatic Feature Engineering for Bus Passenger Flow Prediction Based on Modular Convolutional Neural Network. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
Yufan Zuo, Zhiyuan Liu, Xiao Fu
Measuring accessibility of bus system based on multi-source traffic data. Geo spatial Inf. Sci. 23 (3) (2020)
Yang Liu, Zhiyuan Liu, Cheng Lyu, Jieping Ye
Attention-Based Deep Ensemble Net for Large-Scale Online Taxi-Hailing Demand Prediction. IEEE Trans. Intell. Transp. Syst. 21 (11) (2020)
Fanyou Wu, Yang Liu, Zhiyuan Liu, Xiaobo Qu, Rado Gazo, Eva Haviarova
TLab: Traffic Map Movie Forecasting Based on HR-NET. CoRR (2020)
Yang Liu, Zhiyuan Liu, Hai L. Vu, Cheng Lyu
A spatio-temporal ensemble method for large-scale traffic state prediction. Comput. Aided Civ. Infrastructure Eng. 35 (1) (2020)
Yiming Bie, Ruru Tang, Zhiyuan Liu, Dongfang Ma
Mixed Scheduling Strategy for High Frequency Bus Routes With Common Stops. IEEE Access 8 (2020)
Xun Yang, Yu Yuan, Zhiyuan Liu
Short-Term Traffic Speed Prediction of Urban Road With Multi-Source Data. IEEE Access 8 (2020)
Yang Liu, Cheng Lyu, Anish Khadka, Wenbo Zhang, Zhiyuan Liu
Spatio-Temporal Ensemble Method for Car-Hailing Demand Prediction. IEEE Trans. Intell. Transp. Syst. 21 (12) (2020)
Yang Liu, Fanyou Wu, Baosheng Yu, Zhiyuan Liu, Jieping Ye
Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution. CoRR (2019)
Kai Huang, Zhiyuan Liu, Inhi Kim, Yong Zhang, Ting Zhu
Analysis of the Influencing Factors of Carpooling Schemes. IEEE Intell. Transp. Syst. Mag. 11 (3) (2019)
Yang Liu, Cheng Lyu, Zhiyuan Liu, Dacheng Tao
Building Effective Short Video Recommendation. ICME Workshops (2019)
Ziyuan Gu, Sajjad Shafiei, Zhiyuan Liu, Meead Saberi
Optimal distance- and time-dependent area-based pricing with the Network Fundamental Diagram. CoRR (2019)
Yang Liu, Ruo Jia, Xue Xie, Zhiyuan Liu
A Two-Stage Destination Prediction Framework of Shared Bicycles Based on Geographical Position Recommendation. IEEE Intell. Transp. Syst. Mag. 11 (1) (2019)
Jiping Xing, Zhiyuan Liu, Chunliang Wu, Shuyan Chen
Traffic Volume Estimation in Multimodal Urban Networks Using Cell Phone Location Data. IEEE Intell. Transp. Syst. Mag. 11 (3) (2019)
Cheng Lv, Ling Dai, Kai Huang, Zhiyuan Liu
Estimating the Value of Travel Time Using Mixed Logit Model: A Practical Survey in Nanjing. IIMSS (2018)
Kun Tang, Shuyan Chen, Zhiyuan Liu
Citywide Spatial-Temporal Travel Time Estimation Using Big and Sparse Trajectories. IEEE Trans. Intell. Transp. Syst. 19 (12) (2018)
Xiaobo Qu, Wen Yi, Tingsong Wang, Shuaian Wang, Lin Xiao, Zhiyuan Liu
Mixed-Integer Linear Programming Models for Teaching Assistant Assignment and Extensions. Sci. Program. 2017 (2017)
Ziyuan Gu, Meead Saberi, Majid Sarvi, Zhiyuan Liu
Calibration of traffic flow fundamental diagrams for network simulation applications: A two-stage clustering approach. ITSC (2016)
Shuaian Wang, Zhiyuan Liu, Xiaobo Qu
Collaborative mechanisms for berth allocation. Adv. Eng. Informatics 29 (3) (2015)
Xinzheng Yang, Yunjian Jiang, Yong Zhang, Zhiyuan Liu
Vehicle type and route selection for emergency logistic management under road damage. SOLI (2015)
Zhiyuan Liu, Qiang Meng
Bus-based park-and-ride system: a stochastic model on multimodal network with congestion pricing schemes. Int. J. Syst. Sci. 45 (5) (2014)