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GraphSAGE++: Weighted Multi-scale GNN for Graph Representation Learning

Graph neural networks (GNNs) have emerged as a powerful tool in graph representation learning. However, they are increasingly challenged by over-smoothing as network depth grows, compromising their ability to ...

E. Jiawei, Yinglong Zhang, Shangying Yang, Hong Wang… in Neural Processing Letters (2024)