Scholar
Lukas Gosch
Google Scholar ID: ilCFrEMAAAAJ
PhD Student, Technical University of Munich
Optimization
Graph Neural Networks
Robustness Verification
Adversarial Robustness
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Citations & Impact
All-time
Citations
163
H-index
5
i10-index
4
Publications
12
Co-authors
19
list available
Publications
4 items
Exact Certification of Neural Networks and Partition Aggregation Ensembles against Label Poisoning
2026
Cited
0
Exact Certification of (Graph) Neural Networks Against Label Poisoning
arXiv.org · 2024
Cited
0
Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks
Trans. Mach. Learn. Res. · 2024
Cited
3
Assessing Robustness via Score-Based Adversarial Image Generation
arXiv.org · 2023
Cited
4
Co-authors
13 total
Stephan Günnemann
Professor of Computer Science, Technical University of Munich
Simon Geisler
Google Research
Bertrand Charpentier
Pruna AI, Ex-Technical University of Munich, Ex-Twitter
Yan Scholten
Technical University of Munich
Mahalakshmi Sabanayagam
PhD, Technical University of Munich
Debarghya Ghoshdastidar
Technical University of Munich
Leo Schwinn
Technical University of Munich
Marcel Kollovieh
Technical University of Munich
