Hinrikus Wolf

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Constraint Satisfaction

Message Passing

Unsupervised Learning

Top Venues

Frontiers Artif. Intell.

PKDD/ECML Workshops (1)

Trans. Mach. Learn. Res.

Publications

Hinrikus Wolf, Luis Böttcher, Sarra Bouchkati, Philipp Lutat, Jens Breitung, Bastian Jung, Tina Möllemann, Viktor Todosijevic, Jan Schiefelbein-Lach, Oliver Pohl, Andreas Ulbig, Martin Grohe
End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability. CoRR (2024)
Hinrikus Wolf, Luca Oeljeklaus, Pascal Kühner, Martin Grohe
Structural Node Embeddings with Homomorphism Counts. CoRR (2023)
Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing. Trans. Mach. Learn. Res. 2023 (2023)
Luis Böttcher, Hinrikus Wolf, Bastian Jung, Philipp Lutat, Marc Trageser, Oliver Pohl, Andreas Ulbig, Martin Grohe
Solving AC Power Flow with Graph Neural Networks under Realistic Constraints. CoRR (2022)
Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe
Graph Learning with 1D Convolutions on Random Walks. CoRR (2021)
Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Martin Grohe, Markus Strohmaier
The Effects of Randomness on the Stability of Node Embeddings. PKDD/ECML Workshops (1) (2021)
Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Jan Bachmann, Florian Frantzen, Max Klabunde, Martin Grohe, Markus Strohmaier
The Effects of Randomness on the Stability of Node Embeddings. CoRR (2020)
Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe
Graph Neural Networks for Maximum Constraint Satisfaction. Frontiers Artif. Intell. 3 (2020)
Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe
RUN-CSP: Unsupervised Learning of Message Passing Networks for Binary Constraint Satisfaction Problems. CoRR (2019)