Qingyuan Zeng

Multiview Subgraph Neural Networks: Self-Supervised Learning With Scarce Labeled Data

2024 · IEEE Transactions on Neural Networks and Learning Systems

While graph neural networks (GNNs) have become the de facto standard for graph-based node classification, they impose a strong assumption on the availability of sufficient labeled samples. This assumption restricts the classification performance of prevailing …