In the Identification of Arabic Dialects: A Loss Function Ensemble Learning Based-Approach. - Salma Jamal; Salma Khaled; Aly M. Kassem; Ayaalla Eltabey; Alaa Osama; Samah Mohamed; Mustafa A. Elattar (MEDI, 2022)

On The Arabic Dialects' Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets. - Salma Jamal; Aly M. Kassem; Omar Mohamed; Ali Ashraf (WANLP@EMNLP, 2022)

Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models. - Aly M. Kassem; Omar Mahmoud; Sherif Saad (EMNLP, 2023)

Mitigating Approximate Memorization in Language Models via Dissimilarity Learned Policy. - Aly M. Kassem (CoRR, 2023)

An ensemble transformer-based model for Arabic sentiment analysis. - Omar Mohamed; Aly M. Kassem; Ali Ashraf; Salma Jamal; Ensaf Hussein Mohamed (Soc. Netw. Anal. Min., 2023)

Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion. - Aly M. Kassem; Sherif Saad (EACL (1), 2024)

ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs. - Aly M. Kassem; Omar Mahmoud; Niloofar Mireshghallah; Hyunwoo Kim 002; Yulia Tsvetkov; Yejin Choi 001; Sherif Saad; Santu Rana (NAACL (Long Papers), 2025)

How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities. - Aly M. Kassem; Bernhard Schölkopf; Zhijing Jin 001 (CoRR, 2025)

Reviving Your MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing. - Aly M. Kassem; Zhuan Shi; Negar Rostamzadeh; Golnoosh Farnadi (CoRR, 2025)