Lorenz Kummer
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
6
Venues
6
Active years
2023–2025
Best venue rank
A*
Where they publish
Papers
6 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks. | Lorenz Kummer, Samir Moustafa, Wilfried N. Gansterer, Nils Morten Kriege |
| 2025 | AISTATS | On the Relationship Between Robustness and Expressivity of Graph Neural Networks. | Lorenz Kummer, Wilfried N. Gansterer, Nils Morten Kriege |
| 2025 | ICANN | Visualization and Analysis of the Loss Landscape in Graph Neural Networks. | Samir Moustafa, Lorenz Kummer, Simon Fetzel, Nils M. Kriege, Wilfried N. Gansterer |
| 2025 | ICML | Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win. | Lorenz Kummer, Samir Moustafa, Anatol Ehrlich, Franka Bause, Nikolaus Sss, Wilfried N. Gansterer, Nils Morten Kriege |
| 2024 | KDD | Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent. | Lorenz Kummer, Samir Moustafa, Sebastian Schrittwieser, Wilfried N. Gansterer, Nils M. Kriege |
| 2023 | SDM | Adaptive Precision Training (AdaPT): A dynamic quantized training approach for DNNs. | Lorenz Kummer, Kevin Sidak, Tabea Reichmann, Wilfried N. Gansterer |