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Johannes F. Lutzeyer — most-cited papers & profile · Graph Learning
← authors
·
overview
Johannes F. Lutzeyer
10
papers ·
2
citations ·
5
h-index
Centre National de la Recherche Scientifique · Laboratoire d'Informatique de l'École Polytechnique
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Most-cited papers
Graph Neural Network Generalization with Gaussian Mixture Model Based Augmentation
2024 · 1 citations
Graph Neural Networks on Discriminative Graphs of Words
2024 · 1 citations
ADMP-GNN: Adaptive Depth Message Passing GNN
2025
HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification
2025
Graph Representational Learning: When Does More Expressivity Hurt Generalization?
2025
Graph Ordering Attention Networks
2022
Improving Graph Neural Networks at Scale: Combining Approximate PageRank and CoreRank
2022
A Simple and Yet Fairly Effective Defense for Graph Neural Networks
2024
Centrality Graph Shift Operators for Graph Neural Networks
2024
Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields
2024
Top co-authors
Michalis Vazirgiannis
· 6
Yassine Abbahaddou
· 6
Fragkiskos D. Malliaros
· 4
Michalis Vazirgiannis
· 2
Sofiane Ennadir
· 2
Amine Mohamed Aboussalah
· 1
Anastasios Giovanidis
· 1
Ariel R. Ramos Vela
· 1
Benjamin Doerr
· 1
Fabian Jogl
· 1
Friedrich Feuerhake
· 1
George Dasoulas
· 1
Topics
GNN Architectures
Theory & Expressivity
Scene & Visual Graphs