Yutong Liu

GNN-Detective: Efficient Weakly Correlated Neighbors Distinguishing and Processing in GNN

2022 · 2022 International Joint Conference on Neural Networks (IJCNN)

In the field of various downstream tasks of graph learning, graph neural networks (GNNs) have achieved the state-of-the-art (SOTA) performance benefits from its special propagation mechanism. The propagation mechanism aggregates attributes from neighbor nodes to …