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The Self-Loop Paradox: Investigating the Impact of Self-Loops on Graph
  Neural Networks

The Self-Loop Paradox: Investigating the Impact of Self-Loops on Graph Neural Networks

4 December 2023
Moritz Lampert
Ingo Scholtes
    GNN
    SSL
ArXivPDFHTML

Papers citing "The Self-Loop Paradox: Investigating the Impact of Self-Loops on Graph Neural Networks"

2 / 2 papers shown
Title
Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral
  Methods and Graph Convolutional Networks
Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks
Hai-Xiao Wang
Zhichao Wang
71
1
0
18 Dec 2024
Representation Learning on Graphs with Jumping Knowledge Networks
Representation Learning on Graphs with Jumping Knowledge Networks
Keyulu Xu
Chengtao Li
Yonglong Tian
Tomohiro Sonobe
Ken-ichi Kawarabayashi
Stefanie Jegelka
GNN
229
1,941
0
09 Jun 2018
1