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06/19/2023
Fairness-aware Message Passing for Graph Neural Networks
Graph Neural Networks (GNNs) have shown great power in various domains. ...
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04/18/2022
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability
Graph Neural Networks (GNNs) have made rapid developments in the recent ...
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03/30/2022
Learning Fair Models without Sensitive Attributes: A Generative Approach
Most existing fair classifiers rely on sensitive attributes to achieve f...
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06/05/2021