Publications

Publications in reversed chronological order.

Submitted Papers and Preprints

2025

  1. ISTTT Under Review
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    A scalable descent algorithm for network design problems
    Jing Yu , Qianni Wang, Yu Marco Nie, and Jiayang Li
    2025
    Submitted to ISTTT
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  2. TS Under Review
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    Can information design resolve electric vehicle charging chaos?
    Qianni Wang, Xiaotong Sun, Yu Marco Nie, and Jiayang Li
    2025
    Under Revision Transportation Science
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  3. ISTTT Under Review
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    A general algorithm for traffic assignment problems with continuously distributed user attributes
    Qianni Wang , Hui Li, Jun Xie, Yu Marco Nie, and Jiayang Li
    2025
    Submitted to ISTTT

2024

  1. IJOC Under Review
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    A cardinality-constrained approach to combinatorial bilevel congestion pricing
    Lei Guo, Jiayang Li, Yu Marco Nie, and Jun Xie
    2024
    Under Review at INFORMS Journal on Computing
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  2. OR Under Revision
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    An efficient algorithm for continuous bi-criteria traffic assignment
    Jun Xie , Qianni Wang, Jiayang Li, and Yu Marco Nie
    2024
    Under Revision at Operations Research
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  3. OR Under Revision
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    Differentiable bilevel programming for Stackelberg congestion games
    Jiayang Li, Jing Yu , Qianni Wang, Boyi Liu, Zhaoran Wang, and Yu Marco Nie
    2024
    Under Revision at Operations Research
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Conference/Journal Proceedings

2025

  1. TR-B
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    Entropy maximization in multi-class traffic assignment
    Qianni Wang, Liyang Feng, Jiayang Li, Jun Xie, and Yu Marco Nie
    Transportation Research Part B, 2025
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  2. TR-B
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    Exploiting modularity for co-modal passenger-freight transportation
    Hongyu Zheng, Jiayang Li, Jane Liu, and Yu Marco Nie
    Transportation Research Part B, 2025
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2024

  1. TS
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    A day-to-day dynamical approach to the most likely user equilibrium problem
    Jiayang Li , Qianni Wang, Liyang Feng, Jun Xie, and Yu Marco Nie
    Transportation Science, 2024
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  2. TS
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    Wardrop equilibrium can be boundedly rational: A new behavioral theory of route choice
    Jiayang Li, Zhaoran Wang, and Yu Marco Nie
    Transportation Science, 2024
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2023

  1. TR-B
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    Accessibility-based ethics-aware transit design
    Tianxing Dai, Jiayang Li, and Yu Marco Nie
    Transportation Research Part B: Methodological, 2023
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  2. ICML
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    Achieving hierarchy-free approximation for bilevel programs with equilibrium constraints
    Jiayang Li, Jing Yu, Boyi Liu, Yu Marco Nie, and Zhaoran Wang
    Proceeding of the 40th International Conference on Machine Learning, 2023
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2022

  1. NeurIPS
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    Inducing equilibria via incentives: Simultaneous design-and-play ensures global convergence
    Boyi Liu, Jiayang Li, Zhuoran Yang, Hoi-To Wai, Mingyi Hong, Yu Marco Nie, and Zhaoran Wang
    Advances in Neural Information Processing Systems 35, 2022
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  2. ICML
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    Adaptive model design for Markov decision process
    Siyu Chen, Donglin Yang, Jiayang Li , Senmiao Wang, Zhuoran Yang, and Zhaoran Wang
    Proceeding of the 39th International Conference on Machine Learning, 2022
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2020

  1. NeurIPS
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    End-to-end learning and intervention in games
    Jiayang Li, Jing Yu, Yu Marco Nie, and Zhaoran Wang
    Advances in Neural Information Processing Systems 33, 2020
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