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publications

Here is a list of my publications, you can also find me in Google Scholar

2024

  1. Provably fast convergence of independent natural policy gradient for markov potential games
    Youbang Sun, Tao Liu, Ruida Zhou, and 2 more authors
    Advances in Neural Information Processing Systems, 2024
  2. Improving LoRA in Privacy-preserving Federated Learning
    Youbang Sun, Zitao Li, Yaliang Li, and 1 more author
    arXiv preprint arXiv:2403.12313, 2024

2023

  1. On the stability analysis of open federated learning systems
    Youbang Sun, Heshan Fernando, Tianyi Chen, and 1 more author
    In 2023 American Control Conference (ACC), 2023

2022

  1. On centralized and distributed mirror descent: Convergence analysis using quadratic constraints
    Youbang Sun, Mahyar Fazlyab, and Shahin Shahrampour
    IEEE Transactions on Automatic Control, 2022

2021

  1. Linear convergence of distributed mirror descent with integral feedback for strongly convex problems
    Youbang Sun, and Shahin Shahrampour
    In 2021 60th IEEE Conference on Decision and Control (CDC), 2021
  2. Distributed Mirror Descent with Integral Feedback: Convergence Analysis from a Dynamical System Perspective
    Youbang Sun, and Shahin Shahrampour
    In 2021 55th Annual Conference on Information Sciences and Systems (CISS), 2021

2020

  1. Distributed mirror descent with integral feedback: Asymptotic convergence analysis of continuous-time dynamics
    Youbang Sun, and Shahin Shahrampour
    IEEE Control Systems Letters, 2020

2018

  1. Can I trust you more? Model-agnostic hierarchical explanations
    Michael Tsang, Youbang Sun, Dongxu Ren, and 1 more author
    arXiv preprint arXiv:1812.04801, 2018