Zhuang Yang

Associate Professor, Soochow University

Joined

September 2023

Names

Zhuang Yang (Preferred)

Emails

****@163.com (Confirmed)

,

****@suda.edu.cn

Personal Links

Career & Education History

Associate Professor

Soochow University (soochow.edu)

2021 – 2026

Advisors, Relations & Conflicts

Postdoc Advisor

2019 – 2021

PhD Advisor

2014 – 2018

Expertise

machine learning

Present

convex optimization

Present

stochastic optimization

Present

data mining

Present

Publications

The Powerball Method With Biased Stochastic Gradient Estimation for Large-Scale Learning Systems
Zhuang Yang
- IEEE Trans. Comput. Soc. Syst. 2024
- Readers: Everyone
Painless Stochastic Conjugate Gradient for Large-Scale Machine Learning
Zhuang Yang
- IEEE Trans. Neural Networks Learn. Syst. 2024
- Readers: Everyone
Adaptive Second-Order Stochastic Optimization
Zhuang Yang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Powered stochastic optimization with hypergradient descent for large-scale learning systems
Zhuang Yang, Xiaotian Li
- Expert Syst. Appl. 2024
- Readers: Everyone
SARAH-M: A fast stochastic recursive gradient descent algorithm via momentum
Zhuang Yang
- Expert Syst. Appl. 2024
- Readers: Everyone
Fast Stochastic Policy Gradient: Negative Momentum for Reinforcement Learning
Haobin Zhang, Zhuang Yang
- CoRR 2024
- Readers: Everyone
Stochastic variance reduced gradient with hyper-gradient for non-convex large-scale learning
Zhuang Yang
- Appl. Intell. 2023
- Readers: Everyone
Adaptive Powerball Stochastic Conjugate Gradient for Large-Scale Learning
Zhuang Yang
- IEEE Trans. Big Data 2023
- Readers: Everyone
Adaptive step size rules for stochastic optimization in large-scale learning
Zhuang Yang, Li Ma
- Stat. Comput. 2023
- Readers: Everyone
Improved Powered Stochastic Optimization Algorithms for Large-Scale Machine Learning
Zhuang Yang
- J. Mach. Learn. Res. 2023
- Readers: Everyone

View all 22 publications

Co-Authors