Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition. - Marawan Gamal Abdel Hameed; Marzieh S. Tahaei; Ali Mosleh 003; Vahid Partovi Nia (AAAI, 2022)

SeKron: A Decomposition Method Supporting Many Factorization Structures. - Marawan Gamal Abdel Hameed; Ali Mosleh 003; Marzieh S. Tahaei; Vahid Partovi Nia (CoRR, 2022)

Generalized Kronecker-based Adapters for Parameter-efficient Fine-tuning of Vision Transformers. - Ali Edalati; Marawan Gamal Abdel Hameed; Ali Mosleh 003 (CRV, 2023)

A Tensor Decomposition Perspective on Second-order RNNs. - Maude Lizaire; Michael Rizvi-Martel; Marawan Gamal Abdel Hameed; Guillaume Rabusseau (ICML, 2024)

ROSA: Random Subspace Adaptation for Efficient Fine-Tuning. - Marawan Gamal Abdel Hameed; Aristides Milios; Siva Reddy; Guillaume Rabusseau (CoRR, 2024)