Dr. Stefan Heindorf
- E-Mail:
- heindorf@uni-paderborn.de
- Phone:
- +49 5251 60-6372
- ORCID:
- 0000-0002-4525-6865
- Web:
- Homepage
- Social Media:
- Office Address:
-
Fürstenallee 11
33102 Paderborn - Room:
- F1.219
Research
Publications
Latest Publications
Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches
D. Mindlin, F. Beer, L.N. 雷速体育_中国竞彩网￥官网比分直播ger, 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.
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.
Utilizing Description Logics for Global Explanations of Heterogeneous Graph Neural Networks
D. K?hler, S. Heindorf, ArXiv:2405.12654 (2024).
Causal Question Answering with Reinforcement Learning
L. Blübaum, S. Heindorf, in: The World Wide Web Conference (WWW), ACM, n.d., pp. 2204–2215.
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Teaching
Current Courses
- Proseminar: Graph Machine Learning