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M. Ferriol-Galmés

12 papers hereh-index 8522 citations32 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author8

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.NI10
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedRouteNet-Fermi: Network Modeling with Graph Neural Networks

115 citations · 235 across the 11 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.NI2021★ 5 cited

Scaling Graph-based Deep Learning models to larger networks

Miquel Ferriol-Galmés, José Suárez-Varela, Krzysztof Rusek +2

Graph Neural Networks (GNN) have shown a strong potential to be integrated into commercial products for network control and management. Early works using GNN have demonstrated an u…

cs.NI2021★ 28 cited

The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks

José Suárez-Varela, Miquel Ferriol-Galmés, Albert López +21

During the last decade, Machine Learning (ML) has increasingly become a hot topic in the field of Computer Networks and is expected to be gradually adopted for a plethora of contro…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.