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Wilfried N. Gansterer

6 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

AAAI ×1AISTATS ×1ECML-PKDD ×1ICDE ×1ICML ×1SIGKDD ×1

Frequent coauthors

Nils M. Kriege
×6
Samir Moustafa
×5
Lorenz Kummer
×4
Franka Bause
×2
Anatol Ehrlich
×1
Nikolaus Süss
×1
Sebastian Schrittwieser
×1
Johannes Langguth
×1

Papers

  1. Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks
    AAAI 2025 ·
    Lorenz Kummer
    ,
    Samir Moustafa
    , Wilfried N. Gansterer,
    Nils Morten Kriege
  2. Efficient Mixed Precision Quantization in Graph Neural Networks
    ICDE 2025 ·
    Samir Moustafa
    ,
    Nils M. Kriege
    , Wilfried N. Gansterer
  3. On the Relationship Between Robustness and Expressivity of Graph Neural Networks
    AISTATS 2025 ·
    Lorenz Kummer
    , Wilfried N. Gansterer,
    Nils Morten Kriege
  4. Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win
    ICML 2025 ·
    Lorenz Kummer
    ,
    Samir Moustafa
    ,
    Anatol Ehrlich
    ,
    Franka Bause
    ,
    Nikolaus Süss
    , Wilfried N. Gansterer,
    Nils Morten Kriege
  5. Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent
    SIGKDD 2024 ·
    Lorenz Kummer
    ,
    Samir Moustafa
    ,
    Sebastian Schrittwieser
    , Wilfried N. Gansterer,
    Nils M. Kriege
  6. On the Two Sides of Redundancy in Graph Neural Networks
    ECML-PKDD 2024 ·
    Franka Bause
    ,
    Samir Moustafa
    ,
    Johannes Langguth
    , Wilfried N. Gansterer,
    Nils M. Kriege