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07/22/2021
Ego-GNNs: Exploiting Ego Structures in Graph Neural Networks
Graph neural networks (GNNs) have achieved remarkable success as a frame...
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03/02/2021
Online Adversarial Attacks
Adversarial attacks expose important vulnerabilities of deep learning mo...
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09/01/2020
VeRNAl: A Tool for Mining Fuzzy Network Motifs in RNA
Motivation: RNAs are ubiquitous molecules involved in many regulatory an...
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09/27/2018
Deep Graph Infomax
We present Deep Graph Infomax (DGI), a general approach for learning nod...
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06/05/2018
Querying Complex Networks in Vector Space
Learning vector embeddings of complex networks is a powerful approach us...
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06/09/2016
