Zhiyuan Liu

According to our database, Zhiyuan Liu authored at least 50 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Low-Rank Bayesian Temporal Matrix Factorization for the Transfer Time Prediction Between Metro and Bus Systems.

Pan Wu, Mingyang Pei, Tao Wang, Yang Liu, Zhiyuan Liu, Lingshu Zhong

IEEE Trans. Intell. Transp. Syst., July, 2024

Subsidy Allocation Problem with Bus Frequency Setting Game: A Trilevel Formulation and Exact Algorithm.

Pengli Mo, Zhiyuan Liu, Zhijia Tan, Wen Yi, Pan Liu

Transp. Sci., 2024

Simulation-Based Robust and Adaptive Optimization Method for Heteroscedastic Transportation Problems.

Ziyuan Gu, Yifan Li, Meead Saberi, Zhiyuan Liu

Transp. Sci., 2024

Special Issue on Methods and Applications for Large-Scale Intelligent Transportation Systems [Guest Editorial].

Zhiyuan Liu, David Z. W. Wang, Yu Jiang, Nirajan Shiwakoti, Yadong Wang

IEEE Intell. Transp. Syst. Mag., 2024

Deep knowledge distillation: A self-mutual learning framework for traffic prediction.

Ying Li, Ping Li, Doudou Yan, Yang Liu, Zhiyuan Liu

Expert Syst. Appl., 2024

2023

TERL: Two-Stage Ensemble Reinforcement Learning Paradigm for Large-Scale Decentralized Decision Making in Transportation Simulation.

Ziyuan Gu, Xun Yang, Qi Zhang, Wenwu Yu, Zhiyuan Liu

IEEE Trans. Knowl. Data Eng., December, 2023

PaCS: A Parallel Computation Framework for Field-Based Crowd Simulation.

Hantao Zhao, Tan Guo, Weiping Tong, Haodong Yin, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., November, 2023

A Customized Data Fusion Tensor Approach for Interval-Wise Missing Network Volume Imputation.

Jiping Xing, Ronghui Liu, Anish Khadka, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., November, 2023

An alternating direction method of multipliers for solving user equilibrium problem.

Zhiyuan Liu, Xinyuan Chen, Jintao Hu, Shuaian Wang, Kai Zhang, Honggang Zhang

Eur. J. Oper. Res., November, 2023

A customized two-stage parallel computing algorithm for solving the combined modal split and traffic assignment problem.

Kai Zhang, Honggang Zhang, Qixiu Cheng, Xinyuan Chen, Zewen Wang, Zhiyuan Liu

Comput. Oper. Res., June, 2023

IG-Net: An Interaction Graph Network Model for Metro Passenger Flow Forecasting.

Pei Li, Sheng Wang, Hantao Zhao, Jia Yu, Liyang Hu, Haodong Yin, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., April, 2023

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

Zhiyuan Liu, Cheng Lyu, Zelin Wang, Shuaian Wang, Pan Liu, Qiang Meng

IEEE Trans. Intell. Transp. Syst., February, 2023

A Systematic Approach for the Calibration of Route Choice Models Based on Stochastic User Equilibrium.

Kai Huang, Ming Chen, Zihan Zhou, Xu Han, Jian Wang, Zhiyuan Liu

IEEE Intell. Transp. Syst. Mag., 2023

QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation.

Kunlun Zhu, Shihao Liang, Xu Han, Zhi Zheng, Guoyang Zeng, Zhiyuan Liu, Maosong Sun

CoRR, 2023

2022

A Simulation-Based Model for Continuous Network Design Problem Using Bayesian Optimization.

Ruyang Yin, Zhiyuan Liu, Nan Zheng

IEEE Trans. Intell. Transp. Syst., 2022

A Partial-Fréchet-Distance-Based Framework for Bus Route Identification.

Cheng Lyu, Xinhua Wu, Yang Liu, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2022

Behavior2vector: Embedding Users' Personalized Travel Behavior to Vector.

Yang Liu, Fanyou Wu, Cheng Lyu, Xin Liu, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2022

Analysis of the Information Entropy on Traffic Flows.

Zhiyuan Liu, Yunshan Wang, Qixiu Cheng, Hai Yang

IEEE Trans. Intell. Transp. Syst., 2022

Gaussian Process Regression for Transportation System Estimation and Prediction Problems: The Deformation and a Hat Kernel.

Zhiyuan Liu, Cheng Lyu, Jinbiao Huo, Shuaian Wang, Jun Cheng

IEEE Trans. Intell. Transp. Syst., 2022

Quantify the Road Link Performance and Capacity Using Deep Learning Models.

Jinbiao Huo, Xinhua Wu, Cheng Lyu, Wenbo Zhang, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2022

Short-Term Estimation and Prediction of Pedestrian Density in Urban Hot Spots Based on Mobile Phone Data.

Jinbiao Huo, Xiao Fu, Zhiyuan Liu, Qi Zhang

IEEE Trans. Intell. Transp. Syst., 2022

Spatial-Temporal Convolutional Model for Urban Crowd Density Prediction Based on Mobile-Phone Signaling Data.

Xiao Fu, Guanyi Yu, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2022

Ridesourcing Behavior Analysis and Prediction: A Network Perspective.

Duxin Chen, Qi Shao, Zhiyuan Liu, Wenwu Yu, C. L. Philip Chen

IEEE Trans. Intell. Transp. Syst., 2022

An Integrated Traffic and Vehicle Co-Simulation Testing Framework for Connected and Autonomous Vehicles.

Yunyang Shi, Zhongkai Liu, Zihan Wang, Jiajun Ye, Weiping Tong, Zhiyuan Liu

IEEE Intell. Transp. Syst. Mag., 2022

Dynamic Origin-Destination Flow Prediction Using Spatial-Temporal Graph Convolution Network With Mobile Phone Data.

Zhichen Liu, Zhiyuan Liu, Xiao Fu

IEEE Intell. Transp. Syst. Mag., 2022

A bi-level programming model for the optimal lane reservation problem.

Qixiu Cheng, Yinghao Chen, Zhiyuan Liu

Expert Syst. Appl., 2022

2021

Automatic Feature Engineering for Bus Passenger Flow Prediction Based on Modular Convolutional Neural Network.

Yang Liu, Cheng Lyu, Xin Liu, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2021

Building Personalized Transportation Model for Online Taxi-Hailing Demand Prediction.

Zhiyuan Liu, Yang Liu, Cheng Lyu, Jieping Ye

IEEE Trans. Cybern., 2021

2020

Attention-Based Deep Ensemble Net for Large-Scale Online Taxi-Hailing Demand Prediction.

Yang Liu, Zhiyuan Liu, Cheng Lyu, Jieping Ye

IEEE Trans. Intell. Transp. Syst., 2020

Spatio-Temporal Ensemble Method for Car-Hailing Demand Prediction.

Yang Liu, Cheng Lyu, Anish Khadka, Wenbo Zhang, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2020

Measuring accessibility of bus system based on multi-source traffic data.

Yufan Zuo, Zhiyuan Liu, Xiao Fu

Geo spatial Inf. Sci., 2020

TLab: Traffic Map Movie Forecasting Based on HR-NET.

Fanyou Wu, Yang Liu, Zhiyuan Liu, Xiaobo Qu, Rado Gazo, Eva Haviarova

CoRR, 2020

A spatio-temporal ensemble method for large-scale traffic state prediction.

Yang Liu, Zhiyuan Liu, Hai L. Vu, Cheng Lyu

Comput. Aided Civ. Infrastructure Eng., 2020

Short-Term Traffic Speed Prediction of Urban Road With Multi-Source Data.

Xun Yang, Yu Yuan, Zhiyuan Liu

IEEE Access, 2020

Mixed Scheduling Strategy for High Frequency Bus Routes With Common Stops.

Yiming Bie, Ruru Tang, Zhiyuan Liu, Dongfang Ma

IEEE Access, 2020

2019

Traffic Volume Estimation in Multimodal Urban Networks Using Cell Phone Location Data.

Jiping Xing, Zhiyuan Liu, Chunliang Wu, Shuyan Chen

IEEE Intell. Transp. Syst. Mag., 2019

A Two-Stage Destination Prediction Framework of Shared Bicycles Based on Geographical Position Recommendation.

Yang Liu, Ruo Jia, Xue Xie, Zhiyuan Liu

IEEE Intell. Transp. Syst. Mag., 2019

Analysis of the Influencing Factors of Carpooling Schemes.

Kai Huang, Zhiyuan Liu, Inhi Kim, Yong Zhang, Ting Zhu

IEEE Intell. Transp. Syst. Mag., 2019

Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution.

Yang Liu, Fanyou Wu, Baosheng Yu, Zhiyuan Liu, Jieping Ye

CoRR, 2019

Optimal distance- and time-dependent area-based pricing with the Network Fundamental Diagram.

Ziyuan Gu, Sajjad Shafiei, Zhiyuan Liu, Meead Saberi

CoRR, 2019

Building Effective Short Video Recommendation.

Yang Liu, Cheng Lyu, Zhiyuan Liu, Dacheng Tao

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

2018

Citywide Spatial-Temporal Travel Time Estimation Using Big and Sparse Trajectories.

Kun Tang, Shuyan Chen, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2018

Estimating the Value of Travel Time Using Mixed Logit Model: A Practical Survey in Nanjing.

Cheng Lv, Ling Dai, Kai Huang, Zhiyuan Liu

Proceedings of the Intelligent Interactive Multimedia Systems and Services, 2018

Urban Rail Transit Demand Analysis and Prediction: A Review of Recent Studies.

Zhiyan Fang, Qixiu Cheng, Ruo Jia, Zhiyuan Liu

Proceedings of the Intelligent Interactive Multimedia Systems and Services, 2018

Unlock a Bike, Unlock New York: A Study of the New York Citi Bike System.

Yinghao Chen, Zhiyuan Liu, Di Huang

Proceedings of the Intelligent Interactive Multimedia Systems and Services, 2018

2017

Mixed-Integer Linear Programming Models for Teaching Assistant Assignment and Extensions.

Xiaobo Qu, Wen Yi, Tingsong Wang, Shuaian Wang, Lin Xiao, Zhiyuan Liu

Sci. Program., 2017

2016

Calibration of traffic flow fundamental diagrams for network simulation applications: A two-stage clustering approach.

Ziyuan Gu, Meead Saberi, Majid Sarvi, Zhiyuan Liu

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015

Collaborative mechanisms for berth allocation.

Shuaian Wang, Zhiyuan Liu, Xiaobo Qu

Adv. Eng. Informatics, 2015

Vehicle type and route selection for emergency logistic management under road damage.

Xinzheng Yang, Yunjian Jiang, Yong Zhang, Zhiyuan Liu

Proceedings of 10th IEEE International Conference on Service Operations and Logistics, 2015

2014

Bus-based park-and-ride system: a stochastic model on multimodal network with congestion pricing schemes.

Zhiyuan Liu, Qiang Meng

Int. J. Syst. Sci., 2014