Demystifying Higher-Order Graph Neural Networks

Maciej Besta, Florian Scheidl, Lukas Gianinazzi, Grzegorz Kwasniewski, Shachar Klaiman, Jürgen Müller, Torsten Hoefler

Open source

DOI
10.1109/tpami.2025.3637114
Published
2026-03
Container
IEEE Transactions on Pattern Analysis and Machine Intelligence
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/tpami.2025.3637114,
  title = {Demystifying Higher-Order Graph Neural Networks},
  author = {Maciej Besta and Florian Scheidl and Lukas Gianinazzi and Grzegorz Kwasniewski and Shachar Klaiman and Jürgen Müller and Torsten Hoefler},
  year = {2026},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2025.3637114},
  url = {https://doi.org/10.1109/tpami.2025.3637114}
}

RIS

TY  - JOUR
TI  - Demystifying Higher-Order Graph Neural Networks
AU  - Maciej Besta
AU  - Florian Scheidl
AU  - Lukas Gianinazzi
AU  - Grzegorz Kwasniewski
AU  - Shachar Klaiman
AU  - Jürgen Müller
AU  - Torsten Hoefler
PY  - 2026
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2025.3637114
UR  - https://doi.org/10.1109/tpami.2025.3637114
ER  - 

APA

Besta, M., Scheidl, F., Gianinazzi, L., Kwasniewski, G., Klaiman, S., Müller, J., & Hoefler, T. (2026). Demystifying Higher-Order Graph Neural Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2025.3637114

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