Dr. Stefan Heindorf
- E-Mail:
- heindorf@uni-paderborn.de
- Telefon:
- +49 5251 60-6372
- ORCID:
- 0000-0002-4525-6865
- Web:
- Homepage
- Social Media:
- Büroanschrift:
-
Fürstenallee 11
33102 Paderborn - Raum:
- F1.219
Forschung
Publikationen
Aktuelle Publikationen
Discrete Diffusion-Based Model-Level Explanation of Heterogeneous GNNs with Node Features
P. Das, S. Heindorf, in: Proceedings of the ACM Web Conference 2026 (WWW ’26), ACM, 2026.
Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches
D. Mindlin, F. Beer, L.N. Sieger, S. Heindorf, P. Cimiano, E. Esposito, A.-C. Ngonga Ngomo, Artificial Intelligence Review 58 (2025).
Assessing Natural Language Explanations of Relational Graph Neural Networks
S. Heindorf, D. Neib, in: Proceedings of the 34th ACM International Conference on Information and Knowledge Management, ACM, 2025.
A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks
S. Groß, S. Heindorf, P. Terhörst, CoRR abs/2505.19920 (2025).
Universal Knowledge Graph Embeddings
N.J. KOUAGOU, C. Demir, H.M.A. Zahera, A. Wilke, S. Heindorf, J. Li, A.-C. Ngonga Ngomo, in: Companion Proceedings of the ACM on Web Conference 2024, ACM, 2024.
Alle Publikationen anzeigen
Lehre
Laufende Lehrveranstaltungen
- Proseminar: Graph Machine Learning