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).
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).
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.
Neural Reasoning for Robust Instance Retrieval in SHOIQ
L.M. Kamdem Teyou, L. Friedrichs, N.J. Kouagou, C. Demir, Y. Mahmood, S. Heindorf, A.-C. Ngonga Ngomo, in: 2025.
Alle Publikationen anzeigen
Lehre
Laufende Lehrveranstaltungen
- Project Group: Large Language Models for Explainable Link Prediction (in English)
- Explainable Artificial Intelligence (in English)