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07/08/2023
Fairness-Aware Graph Neural Networks: A Survey
Graph Neural Networks (GNNs) have become increasingly important due to t...
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11/09/2021
Convolutional Neural Network Dynamics: A Graph Perspective
The success of neural networks (NNs) in a wide range of applications has...
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11/05/2021
Augmentations in Graph Contrastive Learning: Current Methodological Flaws Towards Better Practices
Graph classification has applications in bioinformatics, social sciences...
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02/04/2021
Rethinking Quadratic Regularizers: Explicit Movement Regularization for Continual Learning
Quadratic regularizers are often used for mitigating catastrophic forget...
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09/10/2020