Ennadir, Sofiane

1. Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect
   2024/09/26 by Guokan Shang, Shang, Guokan, Hadi Abdine +21 · 3 citations
   Arts and Humanities · Computer Science · #Language, Linguistics, Cultural Analysis #Natural Language Processing Techniques #Linguistic Studies and Language Acquisition
2. A Simple and Yet Fairly Effective Defense for Graph Neural Networks
   2024/02/21 by Sofiane Ennadir, Ennadir, Sofiane, Yassine Abbahaddou +7 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks
   2024/04/27 by Abbahaddou, Yassine, Ennadir, Sofiane, Lutzeyer, Johannes F. +2 · 3 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review
   2024/12/05 by Sofiane Ennadir, Gabriela Zarzar Gandler, Ennadir, Sofiane +15 · 1 citation
   Computer Science · #05Cxx #68R10 #68Txx #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #G.2.2 #I.2.6 #I.5.1 #Machine Learning (cs.LG)
5. Interpretable Graph Neural Networks for Tabular Data
   2023/08/17 by Alkhatib, Amr, Ennadir, Sofiane, Boström, Henrik +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)