Liguang Zang

Node-Smoothness-Based Adaptive Initial Residual Deep Graph Convolutional Network

2024 · IEEE Internet of Things Journal

Deep graph convolutional networks can mine the deeper information of non-structured data, e.g., capturing complex interactions within sensor topology. However, the over-smoothing problem severely limits the depth of the graph convolutional network (GCN). The initial …