Dr. Stefan Heindorf

Contact
Biography
Publications
Dr. Stefan Heindorf

Data Science Junior Research Group

Junior Research Group Leader - PostDoc - Junior Research Group Leader Data Science

Phone:
+49 5251 60-6372
E-mail:
Office:
F1.219
Web:
Visitor:
Fürstenallee 11
33102 Paderborn

Data Science / Heinz Nixdorf Institute

PostDoc

Transregional Collaborative Research Centre 318

Member - Project Partner - Associated Postdoctoral Researcher

Dr. Stefan Heindorf
Miscellaneous
Since 10/2022

Junior Research Group Leader

Universität Paderborn

12/2019 - 09/2022

Postdoc

Paderborn University

10/2013 - 12/2019

PhD

Paderborn University

04/2011 - 09/2013

Master of Science

Paderborn University

10/2007 - 03/2011

Bachelor of Science in Computer Science

Paderborn University

Since 10/2022

Junior Research Group Leader

Universität Paderborn

12/2019 - 09/2022

Postdoc

Paderborn University

10/2013 - 12/2019

PhD

Paderborn University

04/2011 - 09/2013

Master of Science

Paderborn University

10/2007 - 03/2011

Bachelor of Science in Computer Science

Paderborn University

Publications

Latest Publications

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.



Causal Question Answering with Reinforcement Learning

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


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).


EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs

R. Sapkota, D. Köhler, S. Heindorf, in: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM ’24), ACM, Boise, Idaho, USA, 2024.


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