Neural networks : the official journal of the International Neural Network SocietyNeural NetworksComputerHumansKnowledgeLearning
Toward fair graph neural networks via dual-teacher knowledge distillation.
Chengyu Li, Debo Cheng, Guixian Zhang, Yi Li, Shichao Zhang
Published: 202610.1016/j.neunet.2025.108184
Abstract
Graph Neural Networks (GNNs) have demonstrated strong performance in graph representation learning across various real-world applications. However, they often produce biased predictions caused by sensitive attributes, such as religion or gender, an i…
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