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Francesco Di Giovanni

8 papers hereh-index 141.9k citations26 works total

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

author position
  • sole author2
  • first author2
  • middle author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • math.DG2
  • stat.ML1
same name
  • Francesco Di Giovanni — 8 papers, h 0
  • Francesco Di Giovanni — 1 paper

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

activity
20192024
most citedNeural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs

29 citations · 89 across the 8 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022★ 29 cited

Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs

Cristian Bodnar, Francesco Di Giovanni, Benjamin Paul Chamberlain +2

Cellular sheaves equip graphs with a "geometrical" structure by assigning vector spaces and linear maps to nodes and edges. Graph Neural Networks (GNNs) implicitly assume a graph w…

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