Designing Graph Neural Networks in Compliance with the European Artificial Intelligence Act. - Barbara Hoffmann; Jana Vatter; Ruben Mayer (VLDB Workshops, 2024)

Size Does (Not) Matter? Sparsification and Graph Neural Network Sampling for Large-scale Graphs. - Jana Vatter; Maurice L. Rochau; Ruben Mayer; Hans-Arno Jacobsen (VLDB Workshops, 2024)

Choosing a Classical Planner with Graph Neural Networks. - Jana Vatter; Ruben Mayer; Hans-Arno Jacobsen; Horst Samulowitz; Michael Katz 001 (CoRR, 2024)

Vision Paper: Designing Graph Neural Networks in Compliance with the European Artificial Intelligence Act. - Barbara Hoffmann; Jana Vatter; Ruben Mayer (CoRR, 2024)

The Evolution of Distributed Systems for Graph Neural Networks and Their Origin in Graph Processing and Deep Learning: A Survey. - Jana Vatter; Ruben Mayer; Hans-Arno Jacobsen (ACM Comput. Surv., 2024)

WaveGAS: Waveform Relaxation for Scaling Graph Neural Networks. - Jana Vatter; Mykhaylo Zayats; Marcos Martínez Galindo; Vanessa López; Ruben Mayer; Hans-Arno Jacobsen; Hoang Thanh Lam (CoRR, 2025)