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08/16/2023
Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness
We perform the first adversarial robustness study into Graph Neural Netw...
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06/20/2023
Uncertainty Estimation for Molecules: Desiderata and Methods
Graph Neural Networks (GNNs) are promising surrogates for quantum mechan...
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04/30/2023
Efficient MILP Decomposition in Quantum Computing for ReLU Network Robustness
Emerging quantum computing technologies, such as Noisy Intermediate-Scal...
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10/28/2022