Haoyuan Liang

Education

2023-2026(expected)

M.E., Artificial Intelligence; Sun Yat-sen University

• Advisor: Prof.Juepeng Zheng

2019-2023

B.E., Mechanical design, manufacturing and automation; Shang Hai University

• Thesis title: Research on Adaptive Federated Learning Algorithm for Medical Internet of Things
• Advisor: Prof.Xianjian Jin

Research Experience

Research on Adaptive Federated Learning Algorithm for Medical Internet of Things

• A federated adaptive weighting algorithm was designed, and the convergence of the algorithm was proved, and the medical dataset was tested
• Advisor: Prof.Xianjian Jin

Research Interest

• Domain Adaptive And Domain Generalization
• Social Psychology and Sentiment Analysis
• Federated Learning

Publication

* indicates equal contribution

1. Haoyuan Liang*,Lujia Long*,Siyuan Zhang*. Using AHP and Time Series Model to Make a Better Forest Harvest Plan. ICCIA, 2022.