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Nils M. Kriege

9 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×2ECML-PKDD ×2AISTATS ×1ICDE ×1ICDM ×1ICML ×1SIGKDD ×1

Frequent coauthors

Lorenz Kummer
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×4
Franka Bause
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Niloofar Azizi
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Samir Moustafa
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Carolina E. Atria
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Papers

  1. Spectral Basis Learning for Expressive Graph Neural Networks in Link Prediction
    AAAI 2026 ·
    Niloofar Azizi
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  2. Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks
    AAAI 2025 ·
    Lorenz Kummer
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  3. Efficient Mixed Precision Quantization in Graph Neural Networks
    ICDE 2025 ·
    Samir Moustafa
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  4. On the Relationship Between Robustness and Expressivity of Graph Neural Networks
    AISTATS 2025 ·
    Lorenz Kummer
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  5. Sc-GRIP: a Graph Convolutional Approach to Infer Gene Interaction Polarity from Single-Cell Data
    ICDM 2025 ·
    Carolina E. Atria
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  6. Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win
    ICML 2025 ·
    Lorenz Kummer
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  7. Approximating the Graph Edit Distance with Compact Neighborhood Representations
    ECML-PKDD 2024 ·
    Franka Bause
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  8. Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent
    SIGKDD 2024 ·
    Lorenz Kummer
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  9. On the Two Sides of Redundancy in Graph Neural Networks
    ECML-PKDD 2024 ·
    Franka Bause
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