3 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Credit Risk Analysis for SMEs Using Graph Neural Networks in Supply Chain
Zizhou Zhang, Qinyan Shen, Zhuohuan Hu +2
Small and Medium-sized Enterprises (SMEs) are vital to the modern economy, yet their credit risk analysis often struggles with scarce data, especially for online lenders lacking di…
cs.LG2024★ 2 cited
Research on Optimizing Real-Time Data Processing in High-Frequency Trading Algorithms using Machine Learning
Yuxin Fan, Zhuohuan Hu, Lei Fu +3
High-frequency trading (HFT) represents a pivotal and intensely competitive domain within the financial markets. The velocity and accuracy of data processing exert a direct influen…
cs.LG2024★ 3 cited
Developing Cryptocurrency Trading Strategy Based on Autoencoder-CNN-GANs Algorithms
Zhuohuan Hu, Richard Yu, Zizhou Zhang +3
This paper leverages machine learning algorithms to forecast and analyze financial time series. The process begins with a denoising autoencoder to filter out random noise fluctuati…