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researcher

F. Scarselli

14 papers hereh-index 2916.1k citations132 works total

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

author position
  • middle author7
  • last author7

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CV2
  • eess.IV2
  • stat.ML2
  • cs.NI1
  • math.AG1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedMolecular graph generation with Graph Neural Networks

179 citations · 329 across the 13 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021★ 8 cited

On the approximation capability of GNNs in node classification/regression tasks

Giuseppe Alessio D'Inverno, Monica Bianchini, Maria Lucia Sampoli +1

Graph Neural Networks (GNNs) are a broad class of connectionist models for graph processing. Recent studies have shown that GNNs can approximate any function on graphs, modulo the…

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