From

Institution

Field

Type

Topic: Advanced Graph Neural Networks ×

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers in Advanced Graph Neural Networks 12

Sort: Cited Newest Oldest Fwci Patents ⇩ CSV

Signal processing on higher-order networks: Livin’ on the edge... and beyond
2021 Signal Processing article Computer Science Advanced Graph Neural Networks Open access

Michael T. Schaub, Yu Zhu, Jean-Baptiste Seby, T. Mitchell Roddenberry, Santiago Segarra

149

citations
The Logic of Graph Neural Networks
2021 Proceedings - Symposium on Logic in Computer Science conference-paper Computer Science Advanced Graph Neural Networks Open access

Martin Grohe

50

citations
Weisfeiler and Leman go Machine Learning: The Story so far
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Yaron Lipman, Haggai Maron, Bastian Rieck, Nils M. Kriege, Martin Grohe, Matthias Fey, +1 more

27

citations
The Effects of Randomness on the Stability of Node Embeddings
2021 Communications in computer and information science conference-paper Computer Science Advanced Graph Neural Networks Open access

Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Martin Grohe, Markus Strohmaier

16

citations
The Surprising Power of Graph Neural Networks with Random Node Initialization
2021 conference-paper Computer Science Advanced Graph Neural Networks Open access cited by 1 patent

Ralph Abboud, İsmail İlkan Ceylan, Martin Grohe, Thomas Lukasiewicz

14

citations
HopfE
2021 Proceedings of the ... ACM International Conference on Information & Knowledge Management conference-paper Computer Science Advanced Graph Neural Networks

Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang, Johannes Hoffart

13

citations
Graph Learning with 1D Convolutions on Random Walks.
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Jan Toenshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe

5

citations
Local, Global And Scale-Dependent Node Roles
2021 conference-paper Computer Science Advanced Graph Neural Networks Open access

Michael Scholkemper, Michael T. Schaub

3

citations
Stable Tuple Embeddings for Dynamic Databases
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Jan Toenshoff, Neta Friedman, Martin Grohe, Benny Kimelfeld

1

citations
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang, Johannes Hoffart

1

citations
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification
2021 Lecture notes in computer science conference-paper Computer Science Advanced Graph Neural Networks Open access

Ruud van Bakel, Teodor Ivanov Aleksiev, Daniel Daza, Dimitrios Alivanistos, Michael Cochez

1

citations
Dynamic Database Embeddings with FoRWaRD
2021 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Jan Toenshoff, Neta Friedman, Martin Grohe, Benny Kimelfeld

0

citations

12 results