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Antonio G. Marqués — most-cited papers & profile · Graph Learning
← authors
·
overview
Antonio G. Marqués
14
papers ·
4
citations ·
30
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
A Robust Alternative for Graph Convolutional Neural Networks via Graph Neighborhood Filters
2021
Recovering Missing Node Features with Local Structure-based Embeddings
2023
Redesigning graph filter-based GNNs to relax the homophily assumption
2024
Exploiting the Structure of Two Graphs with Graph Neural Networks
2024
Structure-Guided Input Graph for GNNs facing Heterophily
2024
Top co-authors
Víctor M. Tenorio
· 7
Samuel Rey
· 5
Santiago Segarra
· 5
Madeline Navarro
· 4
Fernando Gama
· 1
Topics
GNN Architectures
Theory & Expressivity
Self-Supervised & Contrastive