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Mathias Niepert

27 papers hereh-index 8222 citations21 works total

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

author position
  • middle author8
  • last author17

Across the 25 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG23
  • cs.AI2
  • cs.CL1
  • cs.CV1
same name
  • Mathias Niepert — 57 papers, h 35
  • Mathias Niepert — 26 papers, h 8
  • Mathias Niepert — 2 papers, 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
20232026
most citedMolMix: A Simple Yet Effective Baseline for Multimodal Molecular Representation Learning

4 citations · 13 across the 20 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 4 cited

Probabilistically Rewired Message-Passing Neural Networks

Chendi Qian, Andrei Manolache, Kareem Ahmed +4

Message-passing graph neural networks (MPNNs) emerged as powerful tools for processing graph-structured input. However, they operate on a fixed input graph structure, ignoring pote…

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