Person

Hinrikus Wolf

M. Sc. RWTH
Hinrikus Wolf
Lehrstuhl für Informatik 7 (Logik und Theorie diskreter Systeme)

Address

Building: 2353, Erweiterungsbau E1

Room: 4108

Ahornstr. 55

52074 Aachen

Contact

WorkPhone
Phone: +49 241 80 21703

Office Hours

by appointment
 

Research Interests

- Machine Learning on Graphs

- Graph Neural Networks

- Node Embeddings

 

Publications

Source Authors and Contributors
[Contribution to a book, Contribution to a conference proceedings]
The Effects of Randomness on the Stability of Node Embeddings
In: Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I / edited by Michael Kamp, Irena Koprinska, Adrien Bibal [u.a.], 197-215, 2021
[DOI: 10.1007/978-3-030-93736-2_16]
Schumacher, Tobias
Wolf, Hinrikus (Corresponding author)
Ritzert, Martin
Lemmerich, Florian
Grohe, Martin
Strohmaier, Markus Bernhard
[Journal Article]
Graph Neural Networks for Maximum Constraint Satisfaction
In: Frontiers in artificial intelligence, 3, 580607, 2021
[DOI: 10.3389/frai.2020.580607]
Tönshoff, Jan Martin (Corresponding author)
Ritzert, Martin
Wolf, Hinrikus
Grohe, Martin
[Preprint]
The Effects of Randomness on the Stability of Node Embeddings, 2020
Schumacher, Tobias
Wolf, Hinrikus
Ritzert, Martin
Lemmerich, Florian
Bachmann, Jan
Frantzen, Florian
Klabunde, Max
Grohe, Martin
Strohmaier, Markus Bernhard