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Jhony H. Giraldo — most-cited papers & profile · Graph Learning
← authors
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overview
Jhony H. Giraldo
5
papers ·
10
citations ·
14
h-index
Télécom Paris · Laboratoire Traitement et Communication de l’Information
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Most-cited papers
On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks
2022 · 2 citations
Scaling Higher-Order Graph Learning with Maximal Clique Complexes
2026
Piecewise Constant Spectral Graph Neural Network
2025
Higher-order Sparse Convolutions in Graph Neural Networks
2023
Top co-authors
Fragkiskos D. Malliaros
· 2
Thierry Bouwmans
· 2
Antoine Vialle
· 1
Aref Einizade
· 1
Arif Mahmood
· 1
Fragkiskos D. Malliaros
· 1
Fragkiskos D. Malliaros
· 1
Konstantinos Skianis
· 1
Sajid Javed
· 1
Vahan Martirosyan
· 1
Topics
Theory & Expressivity
GNN Architectures
Molecular & Drug