1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.CV2024
Research on fusing topological data analysis with convolutional neural network
Yang Han, Qin Guangjun, Liu Ziyuan +3
Convolutional Neural Network (CNN) struggle to capture the multi-dimensional structural information of complex high-dimensional data, which limits their feature learning capability…
cs.LG2024★ 1 cited
LightGBM robust optimization algorithm based on topological data analysis
Han Yang, Guangjun Qin, Ziyuan Liu +2
To enhance the robustness of the Light Gradient Boosting Machine (LightGBM) algorithm for image classification, a topological data analysis (TDA)-based robustness optimization algo…
cs.OH2023
Compression Performance Analysis of Different File Formats
Han Yang, Guangjun Qin, Yongqing Hu
In data storage and transmission, file compression is a common technique for reducing the volume of data, reducing data storage space and transmission time and bandwidth. However,…