2 papers
cs.LG2024
Graph Convolutional Network For Semi-supervised Node Classification With Subgraph Sketching
Zibin Huang, Jun Xian
In this paper, we propose the Graph-Learning-Dual Graph Convolutional Neural Network called GLDGCN based on the classic Graph Convolutional Neural Network(GCN) by introducing dual…
cs.IT2023
Random Sampling of Bandlimited Graph Signals from Local Measurements
Lili Shen, Jun Xian, Cheng Cheng
The random sampling on graph signals is one of the fundamental topics in graph signal processing. In this letter, we consider the random sampling of k-bandlimited signals from the…