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ORCIDSofiane Ennadir
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Journal Articles
- 2024
[j1]Sofiane Ennadir
, Giannis Nikolentzos, Michalis Vazirgiannis, Henrik Boström:
Generating graph perturbations to enhance the generalization of GNNs. AI Open 5: 216-223 (2024)
Conference and Workshop Papers
- 2024
- [c6]Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström:
A Simple and Yet Fairly Effective Defense for Graph Neural Networks. AAAI 2024: 21063-21071 - [c5]Amr Alkhatib, Sofiane Ennadir, Henrik Boström, Michalis Vazirgiannis:
Interpretable Graph Neural Networks for Tabular Data. ECAI 2024: 1848-1855 - [c4]Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström:
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks. ICLR 2024 - 2023
- [c3]Sofiane Ennadir, Amr Alkhatib, Giannis Nikolentzos, Michalis Vazirgiannis, Henrik Boström:
UnboundAttack: Generating Unbounded Adversarial Attacks to Graph Neural Networks. COMPLEX NETWORKS (1) 2023: 100-111 - [c2]Sofiane Ennadir, Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis:
Conformalized Adversarial Attack Detection for Graph Neural Networks. COPA 2023: 311-323 - [c1]Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson:
Approximating Score-based Explanation Techniques Using Conformal Regression. COPA 2023: 450-469
Informal and Other Publications
- 2024
- [i6]Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström:
A Simple and Yet Fairly Effective Defense for Graph Neural Networks. CoRR abs/2402.13987 (2024) - [i5]Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström:
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks. CoRR abs/2404.17947 (2024) - [i4]Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Fragkiskos D. Malliaros, Michalis Vazirgiannis:
Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields. CoRR abs/2411.05399 (2024) - [i3]Sofiane Ennadir, Gabriela Zarzar Gandler, Filip Cornell, Lele Cao, Oleg Smirnov, Tianze Wang, Levente Zólyomi, Björn Brinne, Sahar Asadi:
Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review. CoRR abs/2412.03783 (2024) - 2023
- [i2]Amr Alkhatib, Sofiane Ennadir, Henrik Boström, Michalis Vazirgiannis:
Interpretable Graph Neural Networks for Tabular Data. CoRR abs/2308.08945 (2023) - [i1]Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson:
Approximating Score-based Explanation Techniques Using Conformal Regression. CoRR abs/2308.11975 (2023)
Coauthor Index
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