HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. - Lotfi Abdelkrim Mecharbat; Hadjer Benmeziane; Hamza Ouarnoughi; Smaïl Niar (CODAI, 2023)

HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. - Lotfi Abdelkrim Mecharbat; Hadjer Benmeziane; Hamza Ouranoughi; Smaïl Niar (CoRR, 2023)

DfuseNAS: A Diffusion-Based Neural Architecture Search. - Lotfi Abdelkrim Mecharbat; Hadjer Benmeziane; Hamza Ouarnoughi; Smaïl Niar; Kaoutar El Maghraoui (IJCNN, 2024)

MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks. - Lotfi Abdelkrim Mecharbat; Alberto Marchisio; Muhammad Shafique 001; Mohammad M. Ghassemi; Tuka Alhanai (CoRR, 2025)

MedNNS: Supernet-based Medical Task-Adaptive Neural Network Search. - Lotfi Abdelkrim Mecharbat; Ibrahim Almakky; Martin Takác 001; Mohammad Yaqub (CoRR, 2025)