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04/18/2023
ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees
Graph Neural Networks (GNNs) have become a popular tool for learning on ...
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03/02/2022
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation
Graph Neural Networks (GNNs) are powerful models designed for graph data...
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06/09/2020
When Differential Privacy Meets Graph Neural Networks
Graph Neural Networks have demonstrated superior performance in learning...
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06/21/2017
NPGLM: A Non-Parametric Method for Temporal Link Prediction
In this paper, we try to solve the problem of temporal link prediction i...
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10/26/2016