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Minyu Shen

Southwestern University of Finance and Economics (SWUFE)

Chengdu

China

SCHOLARLY PAPERS

9

DOWNLOADS

332

TOTAL CITATIONS

3

Scholarly Papers (9)

1.

Breaking a Harmful Feedback Loop: Mitigating Bus Queuing and Headway Irregularity on Busy Corridors

Number of pages: 33 Posted: 01 Sep 2024
Southwestern University of Finance and Economics (SWUFE), Hong Kong Polytechnic University, affiliation not provided to SSRN, South China University of Technology and affiliation not provided to SSRN
Downloads 62 (942,565)
Citation 2

Abstract:

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bus corridor, bus queues, bus holding, bus system simulation, common-line patrons

2.

Impacts of Bus Overtaking Policies on the Capacity of Bus Stops

Number of pages: 21 Posted: 08 Jun 2022
Sangen Hu, Minyu Shen and Weihua Gu
Guangdong University of Technology, Southwestern University of Finance and Economics (SWUFE) and Hong Kong Polytechnic University
Downloads 59 (970,490)
Citation 1

Abstract:

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bus stop capacity, bus queues, overtaking maneuvers, near-side and far-side stops, oblique insertion, simulation

3.

Self: A Sequence Learning-Based Fourier Neural Operator for Solving Time-Dependent Traffic Flow Models

Number of pages: 33 Posted: 01 Aug 2025
Renbin Pan, Feng Xiao, Minyu Shen and Jintao Ke
Southwestern University of Finance and Economics (SWUFE), Southwestern University of Finance and Economics (SWUFE), Southwestern University of Finance and Economics (SWUFE) and The University of Hong Kong
Downloads 51 (1,063,489)

Abstract:

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Machine learning, traffic management, traffic flow model, traffic prediction, partial differential equation.

4.

Kriformer: A Novel Spatiotemporal Kriging Approach Based on Graph Transformers

Number of pages: 30 Posted: 03 Aug 2024
Renbin Pan, Feng Xiao, Hegui Zhang and Minyu Shen
Southwestern University of Finance and Economics (SWUFE), Southwestern University of Finance and Economics (SWUFE), Dongbei University of Finance and Economics and Southwestern University of Finance and Economics (SWUFE)
Downloads 46 (1,121,190)

Abstract:

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Traffic speed, spatiotemporal data, kriging, transformer, graph neural network

5.

SELF: A Sequence Learning-based Fourier Neural Operator for Solving Time-Dependent Traffic Flow Models

Number of pages: 33 Posted: 04 Dec 2025
Renbin Pan, Feng Xiao, Minyu Shen and Jintao Ke
Southwestern University of Finance and Economics (SWUFE), Southwestern University of Finance and Economics (SWUFE), Southwestern University of Finance and Economics (SWUFE) and The University of Hong Kong
Downloads 31 (1,304,549)

Abstract:

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Machine Learning, traffic management, traffic flow model, traffic prediction, partial differential equation

6.

A Vicious Cycle Along Busy Bus Corridors and How to Abate it

Number of pages: 30 Posted: 26 Mar 2024
Southwestern University of Finance and Economics (SWUFE), Hong Kong Polytechnic University, affiliation not provided to SSRN, South China University of Technology and affiliation not provided to SSRN
Downloads 28 (1,345,526)

Abstract:

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bus corridor, bus queues, bus holding, bus system simulation, common-line patrons

Flexible Yet Interpretable: Learning Arbitrary Random Parameter Distributions for Mixed Logit with Normalizing Flows

Number of pages: 50 Posted: 13 May 2026
Renbin Pan, Minyu Shen, Zhihao Zhao and Li Dong
Southwestern University of Finance and Economics (SWUFE), Southwestern University of Finance and Economics (SWUFE), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 18 (1,570,077)

Abstract:

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Discrete choice models, Preference heterogeneity, Mixed Logit, Normalizing Flows, Random parameter distribution, Deep learning

Flexible Yet Interpretable: Learning Arbitrary Random Parameter Distributions for Mixed Logit with Normalizing Flows

Number of pages: 49 Posted: 19 May 2026
Renbin Pan, Minyu Shen, Zhihao Zhao and Li Dong
Southwestern University of Finance and Economics (SWUFE), Southwestern University of Finance and Economics (SWUFE), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 7 (1,635,165)

Abstract:

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Discrete choice models, Preference heterogeneity, Mixed Logit, Normalizing Flows, Random parameter distribution, Deep learning

8.

Optimal Service and Charging Scheduling of Electric Vehicle Demand-Responsive Connectors Considering Multiple Trips

Number of pages: 38 Posted: 09 Mar 2026
Qiang Zeng, Hao An, Minyu Shen, Yu Li and Weihua Gu
affiliation not provided to SSRN, affiliation not provided to SSRN, Southwestern University of Finance and Economics (SWUFE), affiliation not provided to SSRN and Hong Kong Polytechnic University
Downloads 18 (1,470,786)

Abstract:

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Demand responsive transit, Electric vehicle scheduling, Multi-trip routing, Column generation, Branch-and-price

9.

End-to-End Nonparametric Traffic User Equilibrium Learning via Variational Inequality–Constrained Physics-Informed Graph Networks

Number of pages: 57 Posted: 13 May 2026
affiliation not provided to SSRN, Southwestern University of Finance and Economics (SWUFE), affiliation not provided to SSRN, Southwestern University of Finance and Economics (SWUFE) and Sichuan University
Downloads 12 (1,526,714)

Abstract:

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Traffic assignment, User equilibrium, End-to-end learning, Variational inequality, Physics-informed graph neural network