Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Ouarnoughi Hamza, and Smail Niar, "HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices". Workshop on Compilers, Deployment, and Tooling for Edge AI 2022 (CODAI'22).
Hadjer Benmeziane, Hamza Ouranoughi, Smail Niar, and Kaoutar El Maghraoui, "CaW-NAS: Compression Aware Neural Architecture Search". 25th Euromicro Conference on Digital System Design 2022 (DSD'22).
Halima Bouzidi, Hamza Ouarnoughi, Smail Niar, El-Ghazali Talbi, and Abdessamad Ait El Cadi, "Co-Optimization of DNN and Hardware Configurations on Edge GPUs". 25th Euromicro Conference on Digital System Design 2022 (DSD'22).
Halima Bouzidi, Hamza Ouarnoughi, Smail Niar, and Abdessamad Ait El Cadi, "Performances Modeling of Computer Vision-based CNN on Edge GPUs". ACM Transactions on Embedded Computing Systems (TECS), Vol. 21, No. 5. 2022.
Hamza Ouarnoughi, Emmanuelle Grislin-Le Strugeon, and Smaïl Niar, "Simulating multi-agent-based computation offloading for autonomous cars". Springer Cluster Computing 25(4): 2755-2766, 2022.
Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, and Smaïl Niar, "Real-time style transfer with efficient vision transformers". ACM 5th International Workshop on Edge Systems 2022 (EdgeSys'22).
Hadjer Benmeziane, Smaïl Niar, Hamza Ouarnoughi, and Kaoutar El Maghraoui, "Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search". IEEE International Symposium on Performance Analysis of Systems and Software 2022 (ISPASS).
Halima Bouzidi, Hamza Ouarnoughi, El-Ghazali Talbi, Abdessamad Ait El Cadi, and Smail Niar, "Evolutionary-Based Co-optimization of DNN and Hardware Configurations on Edge GPU". International Conference on Optimization and Learning 2022 (OLA).
