Search Results for author: Jiayang Li

Found 5 papers, 2 papers with code

Dual-Teacher De-biasing Distillation Framework for Multi-domain Fake News Detection

1 code implementation2 Dec 2023 Jiayang Li, Xuan Feng, Tianlong Gu, Liang Chang

In particular, the DTDBD consists of an unbiased teacher and a clean teacher that jointly guide the student model in mitigating domain bias and maintaining performance.

Fake News Detection Knowledge Distillation

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

no code implementations5 Apr 2023 Jiayang Li, Zhaoran Wang, Yu Marco Nie

We achieve this result by developing a day-to-day (DTD) dynamical model that mimics how travelers gradually adjust their route valuations, hence choice probabilities, based on past experiences.

Decision Making

Differentiable Bilevel Programming for Stackelberg Congestion Games

1 code implementation15 Sep 2022 Jiayang Li, Jing Yu, Qianni Wang, Boyi Liu, Zhaoran Wang, Yu Marco Nie

A Stackelberg congestion game (SCG) is a bilevel program in which a leader aims to maximize their own gain by anticipating and manipulating the equilibrium state at which followers settle by playing a congestion game.

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

no code implementations4 Oct 2021 Boyi Liu, Jiayang Li, Zhuoran Yang, Hoi-To Wai, Mingyi Hong, Yu Marco Nie, Zhaoran Wang

To regulate a social system comprised of self-interested agents, economic incentives are often required to induce a desirable outcome.

Bilevel Optimization

End-to-End Learning and Intervention in Games

no code implementations NeurIPS 2020 Jiayang Li, Jing Yu, Yu, Nie, Zhaoran Wang

In this paper, we provide a unified framework for learning and intervention in games.

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