Sofiane Ennadir
4 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Architectures
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
graph neural network
(3)
adversarial robustness
(3)
adversarial perturbation
(2)
instruction tuning
(1)
low-resource language
(1)
weight initialization
(1)
adversarial defense
(1)
node classification
(1)
noise injection
(1)
dialectal arabic
(1)
large language model
(1)
training epoch
(1)
expected robustness
(1)
node feature attack
(1)
orthonormal network
(1)
instruction following
(1)
neural network optimization
(1)
Papers
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect
COLING 2025
A Simple and Yet Fairly Effective Defense for Graph Neural Networks
AAAI 2024
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks
ICLR 2024
If You Want to Be Robust, Be Wary of Initialization
NeurIPS 2024