activity
20202026
most citedDifferentiable Bilevel Programming for Stackelberg Congestion Games

3 citations · 7 across the 9 of their papers we have counts for

collaborators

9 papers

cs.GT2026

Enforcing Priority in Schedule-based User Equilibrium Transit Assignment

Liyang Feng, Hanlin Sun, Yu Marco Nie +2

Denied boarding in congested transit systems induces queuing delays and departure-time shifts that can reshape passenger flows. Correctly modeling these responses in transit assign…

cs.CY2025

Addressing the alignment problem in transportation policy making: an LLM approach

Xiaoyu Yan, Tianxing Dai, Yu Marco Nie

A key challenge in transportation planning is that the collective preferences of heterogeneous travelers often diverge from the policies produced by model-driven decision tools. Th…

math.OC2024

A Cardinality-Constrained Approach to Combinatorial Bilevel Congestion Pricing

Lei Guo, Jiayang Li, Yu Marco Nie +1

Combinatorial bilevel congestion pricing (CBCP), a variant of the mixed (continuous/discrete) network design problems, seeks to minimize the total travel time experienced by all tr…

cs.GT2024

A Day-to-Day Dynamical Approach to the Most Likely User Equilibrium Problem

Jiayang Li, Qianni Wang, Liyang Feng +2

The lack of a unique user equilibrium (UE) route flow in traffic assignment has posed a significant challenge to many transportation applications. The maximum-entropy principle, wh…

econ.TH2023

Wardrop Equilibrium Can Be Boundedly Rational: A New Behavioral Theory of Route Choice

Jiayang Li, Zhaoran Wang, Yu Marco Nie

As one of the most fundamental concepts in transportation science, Wardrop equilibrium (WE) has always had a relatively weak behavioral underpinning. To strengthen this foundation,…

math.OC2023★ 2 cited

Achieving Hierarchy-Free Approximation for Bilevel Programs With Equilibrium Constraints

Jiayang Li, Jing Yu, Boyi Liu +2

In this paper, we develop an approximation scheme for solving bilevel programs with equilibrium constraints, which are generally difficult to solve. Among other things, calculating…

cs.GT2022★ 3 cited

Differentiable Bilevel Programming for Stackelberg Congestion Games

Jiayang Li, Jing Yu, Qianni Wang +3

In a Stackelberg congestion game (SCG), a leader aims to maximize their own gain by anticipating and manipulating the equilibrium state at which the followers settle by playing a c…

cs.GT2021★ 2 cited

Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence

Boyi Liu, Jiayang Li, Zhuoran Yang +4

To regulate a social system comprised of self-interested agents, economic incentives are often required to induce a desirable outcome. This incentive design problem naturally posse…

cs.LG2020

End-to-End Learning and Intervention in Games

Jiayang Li, Jing Yu, Yu Marco Nie +1

In a social system, the self-interest of agents can be detrimental to the collective good, sometimes leading to social dilemmas. To resolve such a conflict, a central designer may…