A systematic approach to multi-task learning from time-series data. - Reem A. Mahmoud; Hazem M. Hajj; Fadi N. Karameh (Appl. Soft Comput., 2020)

Augmenting DL with Adversarial Training for Robust Prediction of Epilepsy Seizures. - Amir Hussein; Marc Djandji; Reem A. Mahmoud; Mohamad Dhaybi; Hazem M. Hajj (ACM Trans. Comput. Heal., 2020)

Empathetic BERT2BERT Conversational Model: Learning Arabic Language Generation with Little Data. - Tarek Naous; Wissam Antoun; Reem A. Mahmoud; Hazem M. Hajj (WANLP, 2021)

Multi-objective Learning to Overcome Catastrophic Forgetting in Time-series Applications. - Reem A. Mahmoud; Hazem M. Hajj (ACM Trans. Knowl. Discov. Data, 2022)