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ORCIDAly M. Kassem
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2020 – today
- 2026
[c7]Aly M. Kassem, Bernhard Schölkopf, Zhijing Jin:
How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities. EACL (Volume 1: Long Papers) 2026: 7496-7507- [i7]Aly M. Kassem, Thomas Jiralerspong, Negar Rostamzadeh, Golnoosh Farnadi:
Delta-Crosscoder: Robust Crosscoder Model Diffing in Narrow Fine-Tuning Regimes. CoRR abs/2603.04426 (2026) - [i6]Omar Mahmoud, Aly M. Kassem, Thommen George Karimpanal, Buddhika Laknath Semage, Negar Rostamzadeh, Golnoosh Farnadi, Santu Rana:
Shared Latent Structures Enable Unified Backdoor Detection and Mitigation in LLMs. CoRR abs/2606.07963 (2026) - 2025
- [c6]Aly M. Kassem, Zhuan Shi, Negar Rostamzadeh, Golnoosh Farnadi:
REVIVING YOUR MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing. EMNLP 2025: 32250-32263 - [c5]Aly M. Kassem, Omar Mahmoud, Niloofar Mireshghallah, Hyunwoo Kim, Yulia Tsvetkov, Yejin Choi, Sherif Saad, Santu Rana
:
ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs. NAACL (Long Papers) 2025: 8296-8321 - [i5]Aly M. Kassem, Bernhard Schölkopf, Zhijing Jin:
How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities. CoRR abs/2504.07113 (2025) - [i4]Aly M. Kassem, Zhuan Shi, Negar Rostamzadeh, Golnoosh Farnadi:
Reviving Your MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing. CoRR abs/2507.21084 (2025) - 2024
- [c4]Aly M. Kassem, Sherif Saad:
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion. EACL (1) 2024: 552-572 - [i3]Aly M. Kassem, Sherif Saad:
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion. CoRR abs/2401.11373 (2024) - [i2]Aly M. Kassem, Omar Mahmoud, Niloofar Mireshghallah, Hyunwoo Kim, Yulia Tsvetkov, Yejin Choi, Sherif Saad, Santu Rana:
Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs. CoRR abs/2403.04801 (2024) - 2023
- [j1]Omar Mohamed, Aly M. Kassem, Ali Ashraf, Salma Jamal, Ensaf Hussein Mohamed:
An ensemble transformer-based model for Arabic sentiment analysis. Soc. Netw. Anal. Min. 13(1): 11 (2023) - [c3]Aly M. Kassem, Omar Mahmoud, Sherif Saad:
Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models. EMNLP 2023: 4360-4379 - [i1]Aly M. Kassem:
Mitigating Approximate Memorization in Language Models via Dissimilarity Learned Policy. CoRR abs/2305.01550 (2023) - 2022
- [c2]Salma Jamal, Salma Khaled, Aly M. Kassem, Ayaalla Eltabey, Alaa Osama, Samah Mohamed, Mustafa A. Elattar:
In the Identification of Arabic Dialects: A Loss Function Ensemble Learning Based-Approach. MEDI 2022: 89-101 - [c1]Salma Jamal, Aly M. Kassem, Omar Mohamed, Ali Ashraf:
On The Arabic Dialects' Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets. WANLP@EMNLP 2022: 458-463
Coauthor Index
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