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Guillermo Bern\'ardez — most-cited papers & profile · Graph Learning
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overview
Guillermo Bern\'ardez
13
papers ·
3
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Topological Graph Signal Compression
2023 · 1 citations
OgBench: A Framework for Evaluating Graph Neural Networks on Omics Data
2026
GraphUniverse: Synthetic Graph Generation for Evaluating Inductive Generalization
2025
HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations
2025
Ordered Topological Deep Learning: a Network Modeling Case Study
2025
The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks
2021
MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering
2023
GraphCC: A Practical Graph Learning-based Approach to Congestion Control in Datacenters
2023
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
2024
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
2024
TopoTune : A Framework for Generalized Combinatorial Complex Neural Networks
2024
Top co-authors
Nina Miolane
· 7
Pere Barlet-Ros
· 7
Mathilde Papillon
· 5
Albert Cabellos-Aparicio
· 4
Claudio Battiloro
· 3
Jos\'e Su\'arez-Varela
· 3
Lev Telyatnikov
· 3
Louis Van Langendonck
· 3
Miquel Ferriol-Galm\'es
· 3
Shihan Xiao
· 3
Albert L\'opez
· 2
Alessandro Salatiello
· 2
Topics
cs.LG
cs.AI
cs.NI
cs.MA
cs.GL
cs.MS
stat.CO