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Luca Hermes

4 papers at tracked venues · 2 at CORE A* · active 2024–2025

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Venues

ECML-PKDD ×2AAAI ×1ICLR ×1

Frequent coauthors

Inaam Ashraf
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×2
Maximilian Muschalik
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×1
Isaac Roberts
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×1

Papers

  1. Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
    ICLR 2025 ·
    Maximilian Muschalik
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  2. Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems
    ECML-PKDD 2025 ·
    Inaam Ashraf
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  3. Physics-Informed Graph Neural Networks for Water Distribution Systems
    AAAI 2024 ·
    Inaam Ashraf
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  4. Targeted Visualization of the Backbone of Encoder LLMs
    ECML-PKDD 2024 ·
    Isaac Roberts
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