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
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 |