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Tom Wollschläger

Certifiably Robust Encoding Schemes

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Aug 02, 2024
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Discrete Randomized Smoothing Meets Quantum Computing

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Aug 01, 2024
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Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space

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Jun 15, 2024
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Expressivity and Generalization: Fragment-Biases for Molecular GNNs

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Jun 12, 2024
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Energy-based Epistemic Uncertainty for Graph Neural Networks

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Jun 06, 2024
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Uncertainty for Active Learning on Graphs

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May 02, 2024
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Attacking Large Language Models with Projected Gradient Descent

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Feb 14, 2024
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Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness

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Aug 16, 2023
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Uncertainty Estimation for Molecules: Desiderata and Methods

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Jun 20, 2023
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Efficient MILP Decomposition in Quantum Computing for ReLU Network Robustness

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Apr 30, 2023
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