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Sofiane ENNADIR
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Year
Structure-Aware Antibiotic Resistance Classification Using Graph Neural Networks
A Qabel, S Ennadir, G Nikolentzos, JF Lutzeyer, M Chatzianastasis, ...
NeurIPS 2022 AI for Science: Progress and Promises, 2022
4*2022
A Simple and Yet Fairly Effective Defense for Graph Neural Networks
S Ennadir, Y Abbahaddou, JF Lutzeyer, M Vazirgiannis, H Boström
arXiv preprint arXiv:2402.13987, 2024
12024
Interpretable graph neural networks for tabular data
A Alkhatib, S Ennadir, H Boström, M Vazirgiannis
arXiv preprint arXiv:2308.08945, 2023
12023
UnboundAttack: Generating Unbounded Adversarial Attacks to Graph Neural Networks
S Ennadir, A Alkhatib, G Nikolentzos, M Vazirgiannis, H Boström
International Conference on Complex Networks and Their Applications, 100-111, 2023
2023
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks
Y ABBAHADDOU, S ENNADIR, JF Lutzeyer, M Vazirgiannis, H Boström
The Twelfth International Conference on Learning Representations, 2023
2023
Approximating Score-based Explanation Techniques Using Conformal Regression
A Alkhatib, H Bostrom, S Ennadir, U Johansson
Conformal and Probabilistic Prediction with Applications, 450-469, 2023
2023
Conformalized Adversarial Attack Detection for Graph Neural Networks
S Ennadir, A Alkhatib, H Bostrom, M Vazirgiannis
Conformal and Probabilistic Prediction with Applications, 311-323, 2023
2023
Generating Graph Perturbations to Enhance the Generalization of Gnns
S Ennadir, G Nikolentzos, M Vazirgiannis, H Boström
Available at SSRN 4578708, 0
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