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Samuel Rey — most-cited papers & profile · Graph Learning
← authors
·
overview
Samuel Rey
8
papers ·
1
citations ·
8
h-index
Universidad Rey Juan Carlos
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Robust Graph Neural Network based on Graph Denoising
2023 · 1 citations
Adapting to Heterophilic Graph Data with Structure-Guided Neighbor Discovery
2025
Untrained Graph Neural Networks for Denoising
2021
A Robust Alternative for Graph Convolutional Neural Networks via Graph Neighborhood Filters
2021
Redesigning graph filter-based GNNs to relax the homophily assumption
2024
Structure-Guided Input Graph for GNNs facing Heterophily
2024
Top co-authors
Santiago Segarra
· 5
Fernando Gama
· 1
Reinhard Heckel
· 1
Topics
GNN Architectures
Theory & Expressivity