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Zi-You Gao

Beijing Jiaotong University

No.3 of Shangyuan Residence Haidian District

Beijing, 100089

China

SCHOLARLY PAPERS

23

DOWNLOADS

1,427

TOTAL CITATIONS
Rank 48,563

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Top 48,563

in Total Papers Citations

15

Scholarly Papers (23)

1.

Order Assignment in a Ride-Sourcing Market with a Third-Party Integrator

Number of pages: 37 Posted: 05 Jan 2022
VU University Amsterdam, affiliation not provided to SSRN, Hong Kong University of Science & Technology (HKUST) - Department of Civil Engineering, Beijing Jiaotong University and Hefei University of Technology
Downloads 172 (437,795)
Citation 1

Abstract:

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Ride-sourcing, order assignment, platform choice, platform integration

2.

Self-Adaptive Equation Embedded Neural Networks for Traffic State Estimation with Sparse Data

Number of pages: 32 Posted: 28 Jun 2024
Yuanbo Su, Xing Lu, Rui Jiang, Bin Jia and Zi-You Gao
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 107 (654,668)

Abstract:

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Mixed traffic flow, Sparse data, Physics-informed neural network, Adaptive macro model, Local agglomeration effect

3.

Oscillation Growth in Mixed Traffic of Human Driven and Automated Vehicles in Both Experimental Study and Simulation

Number of pages: 45 Posted: 10 Sep 2022
University of California, Davis, Beijing Jiaotong University, Beijing Jiaotong University, Tianjin University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 99 (694,528)

Abstract:

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Car following, Field experiment, Mixed traffic flow, Automated vehicle, Oscillation growth

4.

Two-Sided Spatial Matching of Mobility-On-Demand Services

Number of pages: 36 Posted: 19 Apr 2024
Yue Bao, Xinwei Li, Hai Yang and Zi-You Gao
Beijing Jiaotong University, School of Economics and Management, Beihang University, Hong Kong University of Science & Technology (HKUST) - Department of Civil Engineering and Beijing Jiaotong University
Downloads 98 (709,832)

Abstract:

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mobility-on-demand, market thickness, matching mechanism, waiting time

5.

Integrated Physics-Informed Self-Attentional Neural Networks for the Micro-Macro Traffic Modeling

Number of pages: 35 Posted: 10 Apr 2024
Yuhang Yin, Xing Lu, Rui Jiang, Bin Jia and Zi-You Gao
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 95 (715,072)

Abstract:

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Micro-macro traffic modeling, Physics-informed self-attentional neural networks, Multi-parallelized networks, Trajectory fitting, Spatial-temporal characteristic

6.

How Do Pre-Event Activities Alleviate Congestion and Increase Attendees' Travel Utility and the Venue's Profit During a Special Event?

Number of pages: 27 Posted: 29 Aug 2022
Yue Bao, Hai Yang, Zi-You Gao and Hongli Xu
Beijing Jiaotong University, Hong Kong University of Science & Technology (HKUST) - Department of Civil Engineering, Beijing Jiaotong University and Nanjing University
Downloads 86 (765,566)

Abstract:

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large special event, pre-event activity, scheduling model, departure time choice

7.

Pre-Disaster Resource Allocation for Road Transportation System Based on Network Topology and Flow Features

Number of pages: 23 Posted: 01 Dec 2022
Tingting Zhao, Mingxue Guo and Zi-You Gao
Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 82 (790,029)

Abstract:

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Road transportation system, Resource allocation, Complex Network Theory, Traffic assignment, Resilience

8.

Integration of First Train Timetabling and Passenger Transfer Routing Problems in Urban Rail Transit Networks

Number of pages: 53 Posted: 02 Dec 2022
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and University of Rwanda
Downloads 73 (852,604)

Abstract:

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timetabling, Urban Rail Transit, Path-based first train model, Time-based Dijkstra algorithm, Rolling time heuristic algorithm

9.

Revealing Effects of Urban Geographical Features on GDP Outputs Via Interpretable Learning

Number of pages: 28 Posted: 12 Oct 2024
Beijing Jiaotong University, affiliation not provided to SSRN, Federal University of Lavras, Lomonosov Moscow State University, Lomonosov Moscow State University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 69 (883,195)

Abstract:

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Urban geographical features, Urban GDP, Interpretable machine learning

10.

Environmental Impact Estimation of Mixed Traffic Flow Involving Cavs and Human-Driven Vehicles Considering the Non-Equilibrium State

Number of pages: 22 Posted: 23 Sep 2023
affiliation not provided to SSRN, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 67 (899,324)

Abstract:

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Mixed traffic, CAV market penetration, traffic stability, stop-and-go wave, velocity gradient model, vehicle emission.

11.

Does 'Coordination Magic' Exist in Two-Sided Markets? An Experimental Investigation

Number of pages: 40 Posted: 21 Feb 2023
Beijing Normal University (BNU) - School of Systems Science, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Normal University (BNU) and Beijing Normal University (BNU) - School of Mathematical Sciences
Downloads 67 (899,324)

Abstract:

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coordination problem, equilibrium selection, market entry game, cross-side effects, laboratory experiment

Construction of a Novel Emission Trading Scheme in Bi-Modal Networks: A Bi-Level Programming Model

Number of pages: 38 Posted: 16 May 2024
Wenyi Zhang, Hualing Ren, Zi-You Gao and Yue Bao
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 30 (1,371,100)

Abstract:

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Emission trading scheme, User equilibrium, Market equilibrium, Bi-level model, Customized bus

Construction of a Novel Emission Trading Scheme in Bi-Modal Networks: A Bi-Level Programming Model

Number of pages: 62 Posted: 11 Mar 2025
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and University of London
Downloads 26 (1,415,710)

Abstract:

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Emission trading scheme, User equilibrium, Market equilibrium, Bi-level model, Customized bus

13.

Emission Trading Scheme for Emission Reduction and Equity Promotion in Multimode Networks with Heterogeneous Users

Number of pages: 42 Posted: 15 Mar 2024
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Hefei University of Technology
Downloads 49 (1,074,648)
Citation 1

Abstract:

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Emission trading scheme, User heterogeneity, Multimode equilibrium, Social equity, Public transport

14.

Uncertainty-Aware Cooperative Driving Under Mixed Traffic at Work Zones

Number of pages: 61 Posted: 17 Dec 2024
Beijing Jiaotong University, Chalmers University of Technology, Beijing Jiaotong University, Tsinghua University and Beijing Jiaotong University
Downloads 47 (1,133,231)

Abstract:

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Connected and automated vehicle, Trajectory planning, Cooperative driving, Work zones, Uncertainty of human-driven vehicle

15.

Fhr-Nsga-Iii: A Hybrid Many-Objective Optimizer for Intercity Multimodal Timetable Optimization Considering Travel Mode Choice

Number of pages: 40 Posted: 10 Oct 2022
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 45 (1,121,190)

Abstract:

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Integrated intercity transportation, Multimodal timetable optimization problem (TOP), Hybrid many-objective evolutionary algorithm, Passenger travel mode choice, Hypervolume (HV)

16.

Optional No-Driving Day Policy Considering Travelers' Driving-Date Preferences

Number of pages: 51 Posted: 04 Jun 2025
Beijing Jiaotong University, University of London, Beijing Jiaotong University, Beijing Jiaotong University, Hong Kong University of Science & Technology (HKUST) - Department of Civil Engineering and Hefei University of Technology
Downloads 42 (1,157,785)

Abstract:

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Traffic assignment, Flexible driving restrictions, Driving permits, Heterogeneous travelers, User equilibrium

17.

Short-Term Passenger Flow Prediction for Multi-Traffic Modes: A Transformer and Residual Network Based Multi-Task Learning Method

Number of pages: 28 Posted: 26 Jul 2022
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 40 (1,183,237)
Citation 13

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Multi-traffic modes, short-term passenger flow prediction, multi-task learning, Transformer, deep learning

18.

Structure and Evolution of Urban Heavy Truck Mobility Networks

Number of pages: 23 Posted: 30 Dec 2022
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Delft University of Technology, Delft University of Technology and Beijing Jiaotong University
Downloads 37 (1,222,651)

Abstract:

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complex networks, heavy truck, freight mobility, structure properties, evolutionary mechanisms

19.

Construction of a novel emission trading scheme in bi-modal networks: A bi-level programming model

Number of pages: 67 Posted: 06 Jan 2026
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, University of London and Beijing Jiaotong University
Downloads 36 (1,249,711)

Abstract:

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Emission trading scheme, User equilibrium, Market equilibrium, Bi-level model, Customized bus

20.

A Multitask-Learning-Based Model Combining Adaptive Multi-Graph Convolution and Attention Mechanism for Short-Term Inflow Prediction of Multi-Traffic Modes System

Number of pages: 37 Posted: 19 Jan 2023
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and Beijing Jiaotong University
Downloads 36 (1,236,159)

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Multi-traffic modes, short-term passenger flow prediction, multi-task learning, Transformer, deep learning

21.

Contribution of urban morphologies to on-road emissions via car usage

Number of pages: 20 Posted: 13 Apr 2026
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University and affiliation not provided to SSRN
Downloads 18 (1,481,165)

Abstract:

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On-road emissions, Urban 3D morphology, Urban centrality, Commuting mode

22.

Construction of a novel emission trading scheme in bi-modal networks: A bi-level programming model

Number of pages: 67 Posted: 17 Apr 2026
affiliation not provided to SSRN, Beijing Jiaotong University, Beijing Jiaotong University, University of London and Beijing Jiaotong University
Downloads 6 (1,571,455)

Abstract:

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Emission trading scheme, User equilibrium, Market equilibrium, Bi-level model, Customized bus

23.

Network-Wide Travel Time Inference from Sparse Endpoint Data: A Closed-Loop Latent Dynamics Approach with Uncertainty Quantification

Posted: 03 Feb 2026 Last Revised: 01 Apr 2026
Beijing Jiaotong University, Beijing Jiaotong University, Beijing Jiaotong University, University of Texas at Austin - McCombs School of Business, Southwest Jiaotong University and Beijing Jiaotong University

Abstract:

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Travel time inference, Trajectory-free inference, Sparse tensor completion, Koopman operator, Adaptive filtering, Uncertainty quantification