Matthias Hein
Scholar

Matthias Hein

Google Scholar ID: 0ZAb3tsAAAAJ
Professor of Computer Science, University of Tübingen
Machine LearningOptimizationStatistics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
16,428
 
H-index
53
 
i10-index
115
 
Publications
20
 
Co-authors
49
list available
Contact
No contact links provided.
Publications
20 items
Forget Narrowly, Retain Broadly: Unlearning as an Asymmetric Generalization Problem
2026
Cited
0
Preference Redirection via Attention Concentration: An Attack on Computer Use Agents
2026
Cited
0
Visual Memory Injection Attacks for Multi-Turn Conversations
2026
Cited
0
On the Out-of-Distribution Generalization of Reasoning in Multimodal LLMs for Simple Visual Planning Tasks
2026
Cited
0
Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies
2026
Cited
0
A Definition of AGI
2025
Cited
0
Unlearning That Lasts: Utility-Preserving, Robust, and Almost Irreversible Forgetting in LLMs
2025
Cited
0
Understanding Benefits and Pitfalls of Current Methods for the Segmentation of Undersampled MRI Data
2025
Cited
0
Resume (English only)
Co-authors
49 total
Francesco Croce
Francesco Croce
EPFL
Bernt Schiele
Bernt Schiele
Professor, Max Planck Institute for Informatics, Saarland University, Saarland Informatics Campus
Maksym Andriushchenko
Maksym Andriushchenko
ELLIS Institute Tübingen & Max Planck Institute for Intelligent Systems
Ulrike von Luxburg
Ulrike von Luxburg
University of Tübingen
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Francesco Tudisco
Francesco Tudisco
The University of Edinburgh
David Stutz
David Stutz
Research Scientist, DeepMind