F. Zeng

GraphIFE: Rethinking Graph Imbalance Node Classification via Invariant Learning

2025 · arXiv (Cornell University)

The class imbalance problem refers to the disproportionate distribution of samples across different classes within a dataset, where the minority classes are significantly underrepresented. This issue is also prevalent in graph-structured data. Most graph neural …