Items where Author is "Kummer, Lorenz"

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Number of items: 3.

Paper in Conference Proceedings or in Workshop Proceedings

  • 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)

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