Scholar
Paul Swoboda
Google Scholar ID: hSQ7TbMAAAAJ
Heinrich-Heine Universität Düsseldorf
Combinatorial Optimization
Convex Optimization
Computer Vision
Image Analysis
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Citations & Impact
All-time
Citations
1,033
H-index
17
i10-index
23
Publications
20
Co-authors
38
list available
Publications
17 items
RBF-GNN: Rational Basis Functions for Pseudo-Coordinate based Graph Convolutions
2026
Cited
0
Compute Time Scaling with Recursive Models for Combinatorial Optimization
2026
Cited
0
CertMark: Distortion-Free Multi-Bit Watermarking with Certified Decoding
2026
Cited
0
GROM: Gradient-Free Rapid One-Shot Machine Unlearning
2026
Cited
0
MACRO: Markov Chain Routing of Transformer Layers
2026
Cited
0
Spurious Prompts: Can Irrelevant Prompts Steer Large Language Models?
2026
Cited
0
Transcoda: End-to-End Zero-Shot Optical Music Recognition via Data-Centric Synthetic Training
2026
Cited
0
PLR: Plackett-Luce for Reordering In-Context Learning Examples
2026
Cited
0
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Resume
Academic Achievements
- Publications: Multiple top conference papers
- Awards: Best Paper Award
- Patents: None
- Projects: Involved in several EU-funded research projects
Research Experience
- Work Experience: Researcher at the Machine Learning Group, HHU
- Projects: ILP-Solver, Clustering Algorithm Development, etc.
- Position: Lecturer
Education
- Degree: PhD
- Institution: Heinrich-Heine-Universität Düsseldorf
- Advisor: Prof. Dr. Paul Swoboda
- Duration: 2018-2022
- Major: Computer Science
Background
- Research Interests: Machine Learning
- Field of Study: Computer Science
- Brief Introduction: Focused on deep learning and its applications to medical data.
Miscellany
- Personal Interests: Traveling, Reading
- Other: Active in open-source communities
Co-authors
13 total
Bogdan Savchynskyy
Group Leader at Heidelberg University, Germany
Christoph Schnörr
Professor of Mathematics and Computer Science, Heidelberg University
Florian Bernard
Professor, University of Bonn
Ahmed Abbas
ImFusion GmbH
Bodo Rosenhahn
L3S Research Center / Leibniz Universität Hannover
Daniel Sonntag
DFKI and University of Oldenburg
Carsten Rother
Professor Uni Heidelberg / Germany
Paul Roetzer
PhD Candidate, University of Bonn