LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models. - Hayder Elesedy; Pedro M. Esperança; Silviu Vlad Oprea; Mete Ozay (EMNLP, 2024)

Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation. - Grigory Malinovsky; Umberto Michieli; Hasan Abed Al Kader Hammoud; Taha Ceritli; Hayder Elesedy; Mete Ozay; Peter Richtárik (CoRR, 2024)

Symmetry and Generalisation in Machine Learning. - Hayder Elesedy (CoRR, 2025)