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researcher

B. Chamberlain

25 papers hereh-index 214.2k citations42 works total

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

author position
  • first author9
  • middle author10
  • last author5

Across the 24 of 25 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • cs.SI3
  • stat.ML3
  • cs.IR2
  • stat.ME2
  • cs.CL1
same name
  • B. Chamberlain — 2 papers, h 25
  • B. Chamberlain — 1 paper, h 2

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
20162022
most citedSIGN: Scalable Inception Graph Neural Networks

188 citations · 667 across the 24 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

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.