Christof Duhme

Research Associate

University of Münster
Department of Computer Science
Einsteinstrasse 62
D-48149 Münster

Office 602b
Consultation hour: by appointment

since 06.2019: Wissenschaftlicher Mitarbeiter, Universität Münster - Institut für Informatik (AG Prof. Jiang)

Teaching

Lecture: Datenbanken [
104112]
(in cooperation with Malte Nick, Jan Haneke and Xiaoyi Jiang)
- [15^th Apr – 15^th Jul 2026 | Wed, 10.00 a. m. – 12.00 p. m. | weekly | M B 2 (M 2)]
- [17^th Apr – 17^th Jul 2026 | Fri, 8.00 a. m. – 10.00 a. m. | weekly | M B 2 (M 2)]
V/Ü: Mustererkennung [
104114]
(in cooperation with Malte Nick, Jan Haneke and Xiaoyi Jiang)
- [15^th Apr – 15^th Jul 2026 | Wed, 2.00 p. m. – 4.00 p. m. | weekly | M B 3 (M 3)]
- [16^th Apr – 16^th Jul 2026 | Thu, 4.00 p. m. – 6.00 p. m. | weekly | M B 5 (M 5)]
Practical: Praktikum zur Vorlesung Mustererkennung [104123]
(in cooperation with Malte Nick, Jan Haneke and Xiaoyi Jiang)
Practice: Übung zur Vorlesung Datenbanken [
104113]
(in cooperation with Malte Nick, Jan Haneke and Xiaoyi Jiang)
- [14^th Apr – 14^th Jul 2026 | Tue, 12.00 p. m. – 2.00 p. m. | weekly | SRZ 105]
- [14^th Apr – 14^th Jul 2026 | Tue, 10.00 a. m. – 12.00 p. m. | weekly | SRZ 105]
- [15^th Apr – 15^th Jul 2026 | Wed, 12.00 p. m. – 2.00 p. m. | weekly | SRZ 105]
- [15^th Apr – 15^th Jul 2026 | Wed, 2.00 p. m. – 4.00 p. m. | weekly | SRZ 203]
- [15^th Apr – 15^th Jul 2026 | Wed, 8.00 a. m. – 10.00 a. m. | weekly | SRZ 105]
- [Thu, 7^th May 2026, 4.00 p. m. – 6.00 p. m. | Single Course | SRZ 19]
- [Thu, 7^th May 2026, 10.00 a. m. – 12.00 p. m. | Single Course | SRZ 19]

Lecture: Computer Vision [102114]
(in cooperation with Xiaoyi Jiang, Malte Nick and Florian Eilers)
Project seminar: Projektseminar: Untersuchung von Labeling-Unsicherheit und neuartigen Attention-Mechanismen für medizinische Diagnostik [102121]
(in cooperation with Xiaoyi Jiang and Malte Nick)
Practical tutorial: Begleitendes Praktikum zu Computer Vision [102115]
(in cooperation with Xiaoyi Jiang, Malte Nick and Florian Eilers)

Lecture: Datenbanken [100114]
(in cooperation with Xiaoyi Jiang and Florian Eilers)
V/Ü: Mustererkennung [100116]
(in cooperation with Xiaoyi Jiang and Florian Eilers)
Practice: Übung zur Vorlesung Datenbanken [100115]
(in cooperation with Xiaoyi Jiang and Florian Eilers)

Lecture: Computer Vision [108114]
(in cooperation with Xiaoyi Jiang and Florian Eilers)
Project seminar: Projektseminar: Clinically Relevant Text Generation from Medical Images [108120]
(in cooperation with Xiaoyi Jiang and Florian Eilers)
Practical tutorial: Begleitendes Praktikum zu Computer Vision [108115]
(in cooperation with Xiaoyi Jiang and Florian Eilers)

V/Ü: Compilerbau [106112]
(in cooperation with Florian Eilers and Dietmar Lammers)

Lecture: Computer Vision [104562]
(in cooperation with Xiaoyi Jiang and Florian Eilers)
Project seminar: Projektseminar: Generative Image Models: The Evolution to Diffusion Models [104580]
(in cooperation with Xiaoyi Jiang and Florian Eilers)
Practical tutorial: Begleitendes Praktikum zu Computer Vision [104563]
(in cooperation with Xiaoyi Jiang and Florian Eilers)

V/Ü: Mustererkennung [102086]
(in cooperation with Xiaoyi Jiang and Florian Eilers)
Practical tutorial: Praktikum zur Vorlesung Mustererkennung [102087]
(in cooperation with Xiaoyi Jiang and Florian Eilers)

Project seminar: Adversarial Attacks in Medical Imaging: A Team Competition for Robustness in Neural Networks and Attack Algorithms [100120]
(in cooperation with Xiaoyi Jiang and Florian Eilers)

Practical tutorial: Praktikum zur Vorlesung Mustererkennung [108114]
(in cooperation with Xiaoyi Jiang, Andreas Nienkötter and Florian Eilers)

Project seminar: Projektseminar: Machine Learning for Medical Imaging: Taking SIRT to the Next Level [106065]
(in cooperation with Florian Eilers and Xiaoyi Jiang)

Publications

Duhme, Christof, Eilers, Florian, and Jiang, Xiaoyi. 2026. “Exploring Sparsity and Smoothness of Arbitrary lp-Norms in Adversarial Attacks.” Preprint. arXiv doi: 10.48550/arXiv.2602.06578.
Eilers, Florian, Duhme, Christof, and Jiang, Xiaoyi. 2026. “Perturbing the Phase: Analyzing Adversarial Robustness of Complex-Valued Neural Networks.” Preprint. arXiv doi: 10.48550/arXiv.2602.06577.
Wolff, Matthias, Alesiani, Francesco, Duhme, Christof, and Jiang, Xiaoyi. in Kürze. “Clifford Kolmogorov-Arnold Networks.” Preprint. arXiv doi: 10.48550/arXiv.2602.05977.

Duhme, Christof, Lippe, Chris, Hoerr, Verena, and Jiang, Xiaoyi. 2025. “Transformer-Based Parameter Fitting of Models Derived from Bloch-McConnell Equations for CEST MRI Analysis.” in Lecture Notes in Computer Science, edited by X. Xu, Z. Cui, I. Rekik, X. Ouyang and K Sun. Cham: Springer Publishing. doi: 10.1007/978-3-031-73290-4_11.

Steinhorst, Phil, Duhme, Christof, Jiang, Xiaoyi, and Vahrenhold, Jan. 2024. “Recognizing Patterns in Productive Failure.” in Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1, edited by Lina Battestilli, Samuel Rebelsky and Libby Shoop. New York, NY: ACM Press. doi: 10.1145/3626252.3630915.

Chromik, Justyna J., Pilch, Carina, Brackmann, Pascal, Duhme, Christof, Everinghoff, Franzika, Giberlein, Artur, Teodorowicz, Thomas, Wieland, Julian, Haverkort, Boudewijn R., and Remke, Anne. 2017. “Context-aware local Intrusion Detection in SCADA systems: A testbed and two showcases.” in IEEE International Conference on Smart Grid Communications (SmartGridComm), edited by IEEE. Dresden: Wiley-IEEE Press. doi: 10.1109/SmartGridComm.2017.8340672.