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J. Immonen

1 paper hereh-index 10529 citations24 works total

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author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedGoing beyond persistent homology using persistent homology

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

collaborators

1 paper

cs.LG2023★ 1 cited

Going beyond persistent homology using persistent homology

Johanna Immonen, Amauri H. Souza, Vikas Garg

Representational limits of message-passing graph neural networks (MP-GNNs), e.g., in terms of the Weisfeiler-Leman (WL) test for isomorphism, are well understood. Augmenting these…

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