Bus-based park-and-ride system: a stochastic model on multimodal network with congestion pricing schemes. - Zhiyuan Liu 002; Qiang Meng (Int. J. Syst. Sci., 2014)

Vehicle type and route selection for emergency logistic management under road damage. - Xinzheng Yang; Yunjian Jiang; Yong Zhang 011; Zhiyuan Liu 002 (SOLI, 2015)

Collaborative mechanisms for berth allocation. - Shuaian Wang; Zhiyuan Liu 002; Xiaobo Qu 002 (Adv. Eng. Informatics, 2015)

Calibration of traffic flow fundamental diagrams for network simulation applications: A two-stage clustering approach. - Ziyuan Gu; Meead Saberi; Majid Sarvi; Zhiyuan Liu 002 (ITSC, 2016)

Mixed-Integer Linear Programming Models for Teaching Assistant Assignment and Extensions. - Xiaobo Qu 002; Wen Yi; Tingsong Wang; Shuaian Wang; Lin Xiao; Zhiyuan Liu 002 (Sci. Program., 2017)

Unlock a Bike, Unlock New York: A Study of the New York Citi Bike System. - Yinghao Chen; Zhiyuan Liu 002; Di Huang (IIMSS, 2018)

Urban Rail Transit Demand Analysis and Prediction: A Review of Recent Studies. - Zhiyan Fang; Qixiu Cheng; Ruo Jia; Zhiyuan Liu 002 (IIMSS, 2018)

Estimating the Value of Travel Time Using Mixed Logit Model: A Practical Survey in Nanjing. - Cheng Lv; Ling Dai; Kai Huang; Zhiyuan Liu 002 (IIMSS, 2018)

Citywide Spatial-Temporal Travel Time Estimation Using Big and Sparse Trajectories. - Kun Tang; Shuyan Chen; Zhiyuan Liu 002 (IEEE Trans. Intell. Transp. Syst., 2018)

Building Effective Short Video Recommendation. - Yang Liu 253; Cheng Lyu; Zhiyuan Liu 002; Dacheng Tao (ICME Workshops, 2019)

Optimal distance- and time-dependent area-based pricing with the Network Fundamental Diagram. - Ziyuan Gu; Sajjad Shafiei; Zhiyuan Liu 002; Meead Saberi (CoRR, 2019)

Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution. - Yang Liu 253; Fanyou Wu; Baosheng Yu; Zhiyuan Liu 002; Jieping Ye (CoRR, 2019)

Analysis of the Influencing Factors of Carpooling Schemes. - Kai Huang; Zhiyuan Liu 002; Inhi Kim; Yong Zhang 011; Ting Zhu (IEEE Intell. Transp. Syst. Mag., 2019)

A Two-Stage Destination Prediction Framework of Shared Bicycles Based on Geographical Position Recommendation. - Yang Liu 253; Ruo Jia; Xue Xie; Zhiyuan Liu 002 (IEEE Intell. Transp. Syst. Mag., 2019)

Traffic Volume Estimation in Multimodal Urban Networks Using Cell Phone Location Data. - Jiping Xing; Zhiyuan Liu 002; Chunliang Wu; Shuyan Chen (IEEE Intell. Transp. Syst. Mag., 2019)

Mixed Scheduling Strategy for High Frequency Bus Routes With Common Stops. - Yiming Bie; Ruru Tang; Zhiyuan Liu 002; Dongfang Ma (IEEE Access, 2020)

Short-Term Traffic Speed Prediction of Urban Road With Multi-Source Data. - Xun Yang 003; Yu Yuan; Zhiyuan Liu 002 (IEEE Access, 2020)

A spatio-temporal ensemble method for large-scale traffic state prediction. - Yang Liu 253; Zhiyuan Liu 002; Hai L. Vu; Cheng Lyu (Comput. Aided Civ. Infrastructure Eng., 2020)

TLab: Traffic Map Movie Forecasting Based on HR-NET. - Fanyou Wu; Yang Liu 253; Zhiyuan Liu 002; Xiaobo Qu 002; Rado Gazo; Eva Haviarova (CoRR, 2020)

Measuring accessibility of bus system based on multi-source traffic data. - Yufan Zuo; Zhiyuan Liu 002; Xiao Fu (Geo spatial Inf. Sci., 2020)

Spatio-Temporal Ensemble Method for Car-Hailing Demand Prediction. - Yang Liu 253; Cheng Lyu; Anish Khadka; Wenbo Zhang 012; Zhiyuan Liu 002 (IEEE Trans. Intell. Transp. Syst., 2020)

Attention-Based Deep Ensemble Net for Large-Scale Online Taxi-Hailing Demand Prediction. - Yang Liu 253; Zhiyuan Liu 002; Cheng Lyu; Jieping Ye (IEEE Trans. Intell. Transp. Syst., 2020)

Building Personalized Transportation Model for Online Taxi-Hailing Demand Prediction. - Zhiyuan Liu 002; Yang Liu 253; Cheng Lyu; Jieping Ye (IEEE Trans. Cybern., 2021)

Automatic Feature Engineering for Bus Passenger Flow Prediction Based on Modular Convolutional Neural Network. - Yang Liu 253; Cheng Lyu; Xin Liu 076; Zhiyuan Liu 002 (IEEE Trans. Intell. Transp. Syst., 2021)

A bi-level programming model for the optimal lane reservation problem. - Qixiu Cheng; Yinghao Chen; Zhiyuan Liu 002 (Expert Syst. Appl., 2022)

Dynamic Origin-Destination Flow Prediction Using Spatial-Temporal Graph Convolution Network With Mobile Phone Data. - Zhichen Liu; Zhiyuan Liu 002; Xiao Fu (IEEE Intell. Transp. Syst. Mag., 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 002 (IEEE Intell. Transp. Syst. Mag., 2022)

Ridesourcing Behavior Analysis and Prediction: A Network Perspective. - Duxin Chen; Qi Shao; Zhiyuan Liu 002; Wenwu Yu; C. L. Philip Chen (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 002 (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 002; Qi Zhang (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 012; Zhiyuan Liu 002 (IEEE Trans. Intell. Transp. Syst., 2022)

Gaussian Process Regression for Transportation System Estimation and Prediction Problems: The Deformation and a Hat Kernel. - Zhiyuan Liu 002; Cheng Lyu; Jinbiao Huo; Shuaian Wang; Jun Cheng 005 (IEEE Trans. Intell. Transp. Syst., 2022)

Analysis of the Information Entropy on Traffic Flows. - Zhiyuan Liu 002; Yunshan Wang; Qixiu Cheng; Hai Yang 003 (IEEE Trans. Intell. Transp. Syst., 2022)

Behavior2vector: Embedding Users' Personalized Travel Behavior to Vector. - Yang Liu 253; Fanyou Wu; Cheng Lyu; Xin Liu 076; Zhiyuan Liu 002 (IEEE Trans. Intell. Transp. Syst., 2022)

A Partial-Fréchet-Distance-Based Framework for Bus Route Identification. - Cheng Lyu; Xinhua Wu; Yang Liu 253; Zhiyuan Liu 002 (IEEE Trans. Intell. Transp. Syst., 2022)

A Simulation-Based Model for Continuous Network Design Problem Using Bayesian Optimization. - Ruyang Yin; Zhiyuan Liu 002; Nan Zheng (IEEE Trans. Intell. Transp. Syst., 2022)

QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation. - Kunlun Zhu; Shihao Liang; Xu Han 007; Zhi Zheng; Guoyang Zeng; Zhiyuan Liu 002; Maosong Sun 001 (CoRR, 2023)

A Systematic Approach for the Calibration of Route Choice Models Based on Stochastic User Equilibrium. - Kai Huang; Ming Chen; Zihan Zhou; Xu Han 007; Jian Wang 085; Zhiyuan Liu 002 (IEEE Intell. Transp. Syst. Mag., 2023)

A Gaussian-Process-Based Data-Driven Traffic Flow Model and Its Application in Road Capacity Analysis. - Zhiyuan Liu 002; Cheng Lyu; Zelin Wang; Shuaian Wang; Pan Liu; Qiang Meng (IEEE Trans. Intell. Transp. Syst., 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 002 (IEEE Trans. Intell. Transp. Syst., 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 002 (Comput. Oper. Res., 2023)

An alternating direction method of multipliers for solving user equilibrium problem. - Zhiyuan Liu 002; Xinyuan Chen; Jintao Hu; Shuaian Wang; Kai Zhang; Honggang Zhang (Eur. J. Oper. Res., 2023)

A Customized Data Fusion Tensor Approach for Interval-Wise Missing Network Volume Imputation. - Jiping Xing; Ronghui Liu; Anish Khadka; Zhiyuan Liu 002 (IEEE Trans. Intell. Transp. Syst., 2023)

PaCS: A Parallel Computation Framework for Field-Based Crowd Simulation. - Hantao Zhao; Tan Guo; Weiping Tong; Haodong Yin; Zhiyuan Liu 002 (IEEE Trans. Intell. Transp. Syst., 2023)

TERL: Two-Stage Ensemble Reinforcement Learning Paradigm for Large-Scale Decentralized Decision Making in Transportation Simulation. - Ziyuan Gu; Xun Yang 003; Qi Zhang; Wenwu Yu; Zhiyuan Liu 002 (IEEE Trans. Knowl. Data Eng., 2023)

Deep knowledge distillation: A self-mutual learning framework for traffic prediction. - Ying Li 024; Ping Li; Doudou Yan; Yang Liu 253; Zhiyuan Liu 002 (Expert Syst. Appl., 2024)

Special Issue on Methods and Applications for Large-Scale Intelligent Transportation Systems [Guest Editorial]. - Zhiyuan Liu 002; David Z. W. Wang; Yu Jiang 002; Nirajan Shiwakoti; Yadong Wang 001 (IEEE Intell. Transp. Syst. Mag., 2024)

Simulation-Based Robust and Adaptive Optimization Method for Heteroscedastic Transportation Problems. - Ziyuan Gu; Yifan Li; Meead Saberi; Zhiyuan Liu 002 (Transp. Sci., 2024)

Subsidy Allocation Problem with Bus Frequency Setting Game: A Trilevel Formulation and Exact Algorithm. - Pengli Mo; Zhiyuan Liu 002; Zhijia Tan; Wen Yi; Pan Liu (Transp. Sci., 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 253; Zhiyuan Liu 002; Lingshu Zhong (IEEE Trans. Intell. Transp. Syst., 2024)

Origin-Destination Matrix Prediction in Public Transport Networks: Incorporating Heterogeneous Direct and Transfer Trips. - Tianli Tang; Jiannan Mao; Ronghui Liu; Zhiyuan Liu 002; Yiran Wang; Di Huang (IEEE Trans. Intell. Transp. Syst., 2024)

Multi-objective optimization for the sightseeing bus problem: Trade-off between tourists and operator. - Zhou Jia; Di Huang; Zhiyuan Liu 002; Zhitao Hu; Ronghui Liu; Wenwu Yu (Expert Syst. Appl., 2025)

HPTSim: A Highway Parallel Traffic Simulation Framework for Mixed Concurrency Scenarios. - Yunyang Shi; Ziyuan Gu; Anfeng Jiang; Dinghao Zhou; Zhiyuan Liu 002 (IEEE Intell. Transp. Syst. Mag., 2025)

Energy and Environmental Implications of Automated Vehicles Under Mixed Autonomy Traffic Environment. - Zelin Wang; Qixiu Cheng; Pan Liu; Wenwu Yu; Jian Wang 085; Zhiyuan Liu 002 (IEEE Trans. Intell. Veh., 2025)

Traffic state classification and prediction based on trajectory data. - Yu Yuan; Wenbo Zhang 012; Xun Yang 003; Yang Liu 053; Zhiyuan Liu 002; Wei Wang 044 (J. Intell. Transp. Syst., 2025)

Evaluating Effectiveness and Identifying Appropriate Methods for Anomaly Detection in Intelligent Transportation Systems. - Qixiu Cheng; Kunming Hong; Kai Huang; Zhiyuan Liu 002 (IEEE Trans. Intell. Transp. Syst., 2025)

Topological Information Utilization in Label Enhancement and Label Distribution Learning Based on Optimal Transport Theory. - Ziyuan Gu; Qi Hong; Zhen Zhou; Xin Geng 001; Zhiyuan Liu 002; Mo Jia (IEEE Trans. Knowl. Data Eng., 2025)