Dr. Stefan Heindorf

Data Science Junior Research Group
Junior Research Group Leader - PostDoc
Junior Research Group Leader Data Science
E-Mail:
heindorf@uni-paderborn.de
ORCID:
0000-0002-4525-6865
Web:
Homepage
Social Media:
Office Address:
Fürstenallee 11
33102 Paderborn
Room:
FU.214
Transregional Collaborative Research Centre 318
Member - Project Partner
Associated Postdoctoral Researcher
E-Mail:
stefan.heindorf@uni-paderborn.de
Web:
Homepage
Homepage (Extern)
Office Address:
Fürstenallee 11
33102 Paderborn
Room:
FU.214

Research

Latest Projects

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Publications

Latest Publications

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, (2024).


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.

DOI

Utilizing Description Logics for Global Explanations of Heterogeneous Graph Neural Networks

D. Köhler, S. Heindorf, ArXiv:2405.12654 (2024).

arXiv

Causal Question Answering with Reinforcement Learning

L. Blübaum, S. Heindorf, in: The World Wide Web Conference (WWW), ACM, n.d., pp. 2204–2215.

DOI

Neural Class Expression Synthesis

N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, S. Hertling (Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), Springer International Publishing, 2023, pp. 209–226.

DOI

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Teaching


Current Courses

  • Projektgruppe: Explaining Graph Neural Networks II (in English) - ENTFÄLLT -
  • Explainable Artificial Intelligence (in English)