Hinrikus Wolf

Person

Hinrikus Wolf

M.Sc.
Chair of Computer Science 7 (Logic and Theory of Discrete Systems)

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]
Solving AC Power Flow with Graph Neural Networks under Realistic Constraints
In: 2023 IEEE Belgrade PowerTech : June 25-29, 2023, Belgrade, Serbia, 7 Seiten, 2023
[DOI: 10.1109/PowerTech55446.2023.10202246]
Böttcher, Luis Robert (Corresponding author)
Wolf, Hinrikus (Corresponding author)
Jung, Bastian (Corresponding author)
Lutat, Philipp Leonard (Corresponding author)
Trageser, Marc Roland (Corresponding author)
Pohl, Oliver (Corresponding author)
Tao, Xiaohu (Corresponding author)
Ulbig, Andreas (Corresponding author)
Grohe, Martin (Corresponding author)
[Preprint]
Solving AC Power Flow with Graph Neural Networks under Realistic Constraints, 2022
[DOI: 10.48550/ARXIV.2204.07000]
Böttcher, Luis Robert (Corresponding author)
Wolf, Hinrikus (Corresponding author)
Jung, Bastian (Corresponding author)
Lutat, Philipp Leonard (Corresponding author)
Trageser, Marc Roland (Corresponding author)
Pohl, Oliver (Corresponding author)
Ulbig, Andreas (Corresponding author)
Grohe, Martin (Corresponding author)
[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