SCGNN: Semantic Consistency enhanced Graph Neural Network Guided by Granular-ball Computing

Genhao Tian, Taihua Xu, Shuyin Xia +3

Capturing semantic consistency among nodes is crucial for effective graph representation learning. Existing approaches typically rely on $k$-nearest neighbors ($k$NN) or other node…