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Nathalie Pernelle

2 papers hereh-index 13748 citations66 works total

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

fields
  • cs.LG2
same name
  • Nathalie Pernelle — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedGraph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey

2 citations · 2 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2026

Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey

Hugo Attali, Nathalie Pernelle, Davide Buscaldi +1

Graph Neural Networks are powerful models for learning from graph-structured data, yet their effectiveness is often limited by two critical challenges: over-squashing, where inform…

cs.LG2026★ 2 cited

Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey

Hugo Attali, Davide Buscaldi, Nathalie Pernelle +1

Graph Neural Networks are powerful models for learning from graph-structured data, yet their effectiveness is often limited by two critical challenges: over-squashing, where inform…

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