A simple and yet fairly effective defense for graph neural networks S Ennadir, Y Abbahaddou, JF Lutzeyer, M Vazirgiannis, H Boström Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21063 …, 2024 | 15 | 2024 |
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks Y Abbahaddou, S Ennadir, JF Lutzeyer, M Vazirgiannis, H Boström International Conference on Learning Representations (ICLR), 2024 | 12 | 2024 |
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect G Shang, H Abdine, Y Khoubrane, A Mohamed, Y Abbahaddou, ... arXiv preprint arXiv:2409.17912, 2024 | 5 | 2024 |
Graph Neural Networks on Discriminative Graphs of Words Y Abbahaddou, JF Lutzeyer, M Vazirgiannis NeurIPS New Frontiers in Graph Learning Workshop, 2024 | 1 | 2024 |
Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in Time Series Generative Models AM Aboussalah, Y Abbahaddou arXiv preprint arXiv:2412.11292, 2024 | | 2024 |
Gaussian Mixture Models Based Augmentation Enhances GNN Generalization Y Abbahaddou, FD Malliaros, JF Lutzeyer, AM Aboussalah, ... arXiv preprint arXiv:2411.08638, 2024 | | 2024 |
Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields Y Abbahaddou, S Ennadir, JF Lutzeyer, FD Malliaros, M Vazirgiannis arXiv preprint arXiv:2411.05399, 2024 | | 2024 |
Centrality Graph Shift Operators for Graph Neural Networks Y Abbahaddou, FD Malliaros, JF Lutzeyer, M Vazirgiannis arXiv preprint arXiv:2411.04655, 2024 | | 2024 |
Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in Time Series Generative Models Y ABBAHADDOU, AM Aboussalah | | |
ADMP-GNN: Adaptive Depth Message Passing GNN Y ABBAHADDOU, FD Malliaros, JF Lutzeyer, M Vazirgiannis | | |
Adversarially Robust Graph Classification: A Pooling-Based Defense Framework S ENNADIR, Y ABBAHADDOU, JF Lutzeyer, H Boström, M Vazirgiannis | | |