Youbang Sun

According to our database, Youbang Sun authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Linear Convergence of Independent Natural Policy Gradient in Games With Entropy Regularization.

Youbang Sun, Tao Liu, P. R. Kumar, Shahin Shahrampour

IEEE Control. Syst. Lett., 2024

Global Convergence of Decentralized Retraction-Free Optimization on the Stiefel Manifold.

Youbang Sun, Shixiang Chen, Alfredo García, Shahin Shahrampour

CoRR, 2024

Improving LoRA in Privacy-preserving Federated Learning.

Youbang Sun, Zitao Li, Yaliang Li, Bolin Ding

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

On Centralized and Distributed Mirror Descent: Convergence Analysis Using Quadratic Constraints.

Youbang Sun, Mahyar Fazlyab, Shahin Shahrampour

IEEE Trans. Autom. Control., May, 2023

Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games.

Youbang Sun, Tao Liu, Ruida Zhou, P. R. Kumar, Shahin Shahrampour

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On the Stability Analysis of Open Federated Learning Systems.

Youbang Sun, Heshan Devaka Fernando, Tianyi Chen, Shahin Shahrampour

Proceedings of the American Control Conference, 2023

2021

Distributed Mirror Descent With Integral Feedback: Asymptotic Convergence Analysis of Continuous-Time Dynamics.

Youbang Sun, Shahin Shahrampour

IEEE Control. Syst. Lett., 2021

On Centralized and Distributed Mirror Descent: Exponential Convergence Analysis Using Quadratic Constraints.

Youbang Sun, Mahyar Fazlyab, Shahin Shahrampour

CoRR, 2021

Distributed Mirror Descent with Integral Feedback: Convergence Analysis from a Dynamical System Perspective.

Youbang Sun, Shahin Shahrampour

Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021

Linear Convergence of Distributed Mirror Descent with Integral Feedback for Strongly Convex Problems.

Youbang Sun, Shahin Shahrampour

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2018

Can I trust you more? Model-Agnostic Hierarchical Explanations.

Michael Tsang, Youbang Sun, Dongxu Ren, Yan Liu

CoRR, 2018