19 citations · 19 across the 1 of their papers we have counts for
2 papers
cs.LG2023★ 1 cited
Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks
Chenyang Qiu, Guoshun Nan, Tianyu Xiong +6
Graph convolution networks (GCNs) are extensively utilized in various graph tasks to mine knowledge from spatial data. Our study marks the pioneering attempt to quantitatively inve…
cs.SI2022★ 19 cited
VGAER: Graph Neural Network Reconstruction based Community Detection
Chenyang Qiu, Zhaoci Huang, Wenzhe Xu +1
Community detection is a fundamental and important issue in network science, but there are only a few community detection algorithms based on graph neural networks, among which uns…