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Francesco Di Giovanni

8 papers hereh-index 00 citations0 works total

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

author position
  • first author2
  • middle author4
  • last author2

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

fields
  • cs.LG7
  • stat.ML1
same name
  • Francesco Di Giovanni — 8 papers, h 14
  • 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
20212024
most citedUnderstanding over-squashing and bottlenecks on graphs via curvature

34 citations · 85 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2021★ 34 cited

Understanding over-squashing and bottlenecks on graphs via curvature

Jake Topping, Francesco Di Giovanni, Benjamin Paul Chamberlain +2

Most graph neural networks (GNNs) use the message passing paradigm, in which node features are propagated on the input graph. Recent works pointed to the distortion of information…

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