Sofiane Ennadir

According to our database, Sofiane Ennadir authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Simple and Yet Fairly Effective Defense for Graph Neural Networks.

Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Interpretable Graph Neural Networks for Tabular Data.

Amr Alkhatib, Sofiane Ennadir, Henrik Boström, Michalis Vazirgiannis

CoRR, 2023

Conformalized Adversarial Attack Detection for Graph Neural Networks.

Sofiane Ennadir, Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

Approximating Score-based Explanation Techniques Using Conformal Regression.

Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

UnboundAttack: Generating Unbounded Adversarial Attacks to Graph Neural Networks.

Sofiane Ennadir, Amr Alkhatib, Giannis Nikolentzos, Michalis Vazirgiannis, Henrik Boström

Proceedings of the Complex Networks & Their Applications XII, 2023