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09/18/2023
Efficient Low-Rank GNN Defense Against Structural Attacks
Graph Neural Networks (GNNs) have been shown to possess strong represent...
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09/18/2023
GDM: Dual Mixup for Graph Classification with Limited Supervision
Graph Neural Networks (GNNs) require a large number of labeled graph sam...
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09/04/2023
Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification
Cross-domain few-shot classification induces a much more challenging pro...
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06/29/2021
Dual GNNs: Graph Neural Network Learning with Limited Supervision
Graph Neural Networks (GNNs) require a relatively large number of labele...
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10/10/2018
On the Brain Networks of Complex Problem Solving
Complex problem solving is a high level cognitive process which has been...
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08/13/2017