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Lukas Faber — most-cited papers & profile · Graph Learning
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Lukas Faber
5
papers ·
47
citations ·
8
h-index
University of Cologne · Cologne Excellence Cluster on Cellular Stress Responses in Aging Associated Diseases
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Most-cited papers
Towards Robust Graph Contrastive Learning
2021 · 28 citations
Contrastive Graph Neural Network Explanation
2020 · 12 citations
DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees
2022 · 5 citations
Should Graph Neural Networks Use Features, Edges, Or Both?
2021 · 2 citations
Top co-authors
Roger Wattenhofer
· 4
Amin K. Moghaddam
· 1
Karolis Martinkus
· 1
Nikola Jovanovi\'c
· 1
Peter M\"uller
· 1
Yifan Lu
· 1
Zhao Meng
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive