Items where Author is "Kummer, Lorenz"

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Number of items: 5.

  • Visualization and Analysis of the Loss Landscape in Graph Neural Networks
    Moustafa, Samir and Kummer, Lorenz and Fetzel, Simon and Kriege, Nils M. and Gansterer, Wilfried In: 34th International Conference on Artificial Neural Networks (ICANN 2025) , September 9 to September 12, 2025 , Campus of Vytautas Magnus University and Lithuanian University of Health Sciences, Kaunas, Lithuania (2025)

  • Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win
    Kummer, Lorenz and Moustafa, Samir and Ehrlich, Anatol and Bause, Franka and Suess, Nikolaus and Gansterer, Wilfried and Kriege, Nils M. In: 42nd International Conference on Machine Learning (ICML 2025) , July 13th - July 19th, 2025 , Vancouver Convention Center, Canada (2025)

  • On the Relationship Between Robustness and Expressivity of Graph Neural Networks
    Kummer, Lorenz and Gansterer, Wilfried and Kriege, Nils M. In: The 28th International Conference on Artificial Intelligence and Statistics (AISTATS) , 03.05.-05.05.2025 , Mai Khao, Thailand (2025)

  • Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks
    Kummer, Lorenz and Moustafa, Samir and Gansterer, Wilfried and Kriege, Nils M. In: The 39th Annual AAAI Conference on Artificial Intelligence , 25.02.-04.03.2025 , Philadelphia, USA (2025)

  • Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent
    Kummer, Lorenz and Moustafa, Samir and Schrittwieser, Sebastian and Gansterer, Wilfried and Kriege, Nils M. In: ACM International Conference on Knowledge Discovery and Data Mining 2024 , 25th - 29th August, 2024 , Barcelona, Centre de Convencions Internacional de Barcelona (2024)

    • This list was generated on Sat Aug 16 06:45:13 2025 CEST.
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