Sofiane Ennadir

25 papers A* 3A 1Journal 17Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Be Wary of Your Time Series Preprocessing. CoRR Sofiane Ennadir, Tianze Wang, Oleg Smirnov, Sahar Asadi, Lele Cao
2025	—	`conf`	Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect. COLING Workshops Guokan Shang, Hadi Abdine, Yousef Khoubrane, Amr Mohamed, Yassine Abbahaddou, Sofiane Ennadir, Imane Momayiz, Xuguang Ren, Eric Moulines, Preslav Nakov, Michalis Vazirgiannis, Eric P. Xing
2025	J	`jnl`	Efficient Data Selection for Training Genomic Perturbation Models. CoRR George Panagopoulos, Johannes F. Lutzeyer, Sofiane Ennadir, Michalis Vazirgiannis, Jun Pang
2025	J	`jnl`	Enhancing Graph Classification Robustness with Singular Pooling. CoRR Sofiane Ennadir, Oleg Smirnov, Yassine Abbahaddou, Lele Cao, Johannes F. Lutzeyer
2025	J	`jnl`	Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review. Trans. Mach. Learn. Res. Sofiane Ennadir, Gabriela Zarzar Gandler, Filip Cornell, Lele Cao, Oleg Smirnov, Tianze Wang, Levente Zólyomi, Björn Brinne, Sahar Asadi
2025	J	`jnl`	Frequency Matters: When Time Series Foundation Models Fail Under Spectral Shift. CoRR Tianze Wang, Sofiane Ennadir, John Pertoft, Gabriela Zarzar Gandler, Lele Cao, Zineb Senane, Styliani Katsarou, Sahar Asadi, Axel Karlsson, Oleg Smirnov
2025	J	`jnl`	If You Want to Be Robust, Be Wary of Initialization. CoRR Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, El Houcine Bergou
2025	J	`jnl`	Joint Embeddings Go Temporal. CoRR Sofiane Ennadir, Siavash Golkar, Leopoldo Sarra
2025	J	`jnl`	Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models. CoRR Sofiane Ennadir, Levente Zólyomi, Oleg Smirnov, Tianze Wang, John Pertoft, Filip Cornell, Lele Cao
2025	J	`jnl`	Unified Approaches in Self-Supervised Event Stream Modeling: Progress and Prospects. CoRR Levente Zólyomi, Tianze Wang, Sofiane Ennadir, Oleg Smirnov, Lele Cao
2024	A*	`conf`	A Simple and Yet Fairly Effective Defense for Graph Neural Networks. AAAI Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
2024	J	`jnl`	A Simple and Yet Fairly Effective Defense for Graph Neural Networks. CoRR Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
2024	J	`jnl`	Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect. CoRR Guokan Shang, Hadi Abdine, Yousef Khoubrane, Amr Mohamed, Yassine Abbahaddou, Sofiane Ennadir, Imane Momayiz, Xuguang Ren, Eric Moulines, Preslav Nakov, Michalis Vazirgiannis, Eric P. Xing
2024	A*	`conf`	Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks. ICLR Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
2024	J	`jnl`	Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks. CoRR Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström
2024	J	`jnl`	Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review. CoRR Sofiane Ennadir, Gabriela Zarzar Gandler, Filip Cornell, Lele Cao, Oleg Smirnov, Tianze Wang, Levente Zólyomi, Björn Brinne, Sahar Asadi
2024	J	`jnl`	Generating graph perturbations to enhance the generalization of GNNs. AI Open Sofiane Ennadir, Giannis Nikolentzos, Michalis Vazirgiannis, Henrik Boström
2024	A*	`conf`	If You Want to Be Robust, Be Wary of Initialization. NeurIPS Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, El Houcine Bergou
2024	A	`conf`	Interpretable Graph Neural Networks for Tabular Data. ECAI Amr Alkhatib, Sofiane Ennadir, Henrik Boström, Michalis Vazirgiannis
2024	J	`jnl`	Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields. CoRR Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Fragkiskos D. Malliaros, Michalis Vazirgiannis
2023	—	`conf`	Approximating Score-based Explanation Techniques Using Conformal Regression. COPA Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson
2023	J	`jnl`	Approximating Score-based Explanation Techniques Using Conformal Regression. CoRR Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson
2023	—	`conf`	Conformalized Adversarial Attack Detection for Graph Neural Networks. COPA Sofiane Ennadir, Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis
2023	J	`jnl`	Interpretable Graph Neural Networks for Tabular Data. CoRR Amr Alkhatib, Sofiane Ennadir, Henrik Boström, Michalis Vazirgiannis
2023	—	`conf`	UnboundAttack: Generating Unbounded Adversarial Attacks to Graph Neural Networks. COMPLEX NETWORKS (1) Sofiane Ennadir, Amr Alkhatib, Giannis Nikolentzos, Michalis Vazirgiannis, Henrik Boström