Youbang Sun

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Convergence Analysis

Top Venues

IEEE Control. Syst. Lett.

Publications

Youbang Sun, Shixiang Chen, Alfredo García, Shahin Shahrampour
Global Convergence of Decentralized Retraction-Free Optimization on the Stiefel Manifold. CoRR (2024)
Youbang Sun, Tao Liu, P. R. Kumar, Shahin Shahrampour
Linear Convergence of Independent Natural Policy Gradient in Games with Entropy Regularization. CoRR (2024)
Youbang Sun, Zitao Li, Yaliang Li, Bolin Ding
Improving LoRA in Privacy-preserving Federated Learning. CoRR (2024)
Youbang Sun, Zitao Li, Yaliang Li, Bolin Ding
Improving LoRA in Privacy-preserving Federated Learning. ICLR (2024)
Youbang Sun, Tao Liu, P. R. Kumar, Shahin Shahrampour
Linear Convergence of Independent Natural Policy Gradient in Games With Entropy Regularization. IEEE Control. Syst. Lett. 8 (2024)
Youbang Sun, Tao Liu, Ruida Zhou, P. R. Kumar, Shahin Shahrampour
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games. CoRR (2023)
Youbang Sun, Mahyar Fazlyab, Shahin Shahrampour
On Centralized and Distributed Mirror Descent: Convergence Analysis Using Quadratic Constraints. IEEE Trans. Autom. Control. 68 (5) (2023)
Youbang Sun, Heshan Fernando, Tianyi Chen, Shahin Shahrampour
On the Stability Analysis of Open Federated Learning Systems. ACC (2023)
Youbang Sun, Tao Liu, Ruida Zhou, P. R. Kumar, Shahin Shahrampour
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games. NeurIPS (2023)
Youbang Sun, Heshan Fernando, Tianyi Chen, Shahin Shahrampour
On the Stability Analysis of Open Federated Learning Systems. CoRR (2022)
Youbang Sun, Shahin Shahrampour
Linear Convergence of Distributed Mirror Descent with Integral Feedback for Strongly Convex Problems. CDC (2021)
Youbang Sun, Shahin Shahrampour
Distributed Mirror Descent With Integral Feedback: Asymptotic Convergence Analysis of Continuous-Time Dynamics. IEEE Control. Syst. Lett. 5 (5) (2021)
Youbang Sun, Mahyar Fazlyab, Shahin Shahrampour
On Centralized and Distributed Mirror Descent: Exponential Convergence Analysis Using Quadratic Constraints. CoRR (2021)
Youbang Sun, Shahin Shahrampour
Distributed Mirror Descent with Integral Feedback: Convergence Analysis from a Dynamical System Perspective. CISS (2021)
Youbang Sun, Shahin Shahrampour
Distributed Mirror Descent with Integral Feedback: Asymptotic Convergence Analysis of Continuous-time Dynamics. ACC (2021)
Youbang Sun, Shahin Shahrampour
Linear Convergence of Distributed Mirror Descent with Integral Feedback for Strongly Convex Problems. CoRR (2020)
Youbang Sun, Shahin Shahrampour
Distributed Mirror Descent with Integral Feedback: Asymptotic Convergence Analysis of Continuous-time Dynamics. CoRR (2020)
Michael Tsang, Youbang Sun, Dongxu Ren, Yan Liu
Can I trust you more? Model-Agnostic Hierarchical Explanations. CoRR (2018)