Subgraph Filtering for Fair Graph Neural Networks
cs.LG
Submitted: 2026-08-26
Updated: 2026-08-26
Code: https://github.com/haohuilu/SF-GNN
Terminology
Sources
- A Generalization of Transformer Networks to Graphs
- Fast Graph Representation Learning with PyTorch Geometric
- FMP: Toward Fair Graph Message Passing against Topology Bias
- Semi-Supervised Classification with Graph Convolutional Networks
- Graph Attention Networks
- Relational Graph Modeling for Credit Default Prediction: Heterogeneous GNNs and Hybrid Ensemble Learning
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