| Performance prediction for convolutional neural networks on edge gpus H Bouzidi, H Ouarnoughi, S Niar, AAE Cadi Proceedings of the 18th ACM International Conference on Computing Frontiers …, 2021 | 42* | 2021 |
| HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling H Bouzidi, M Odema, H Ouarnoughi, MA Al Faruque, S Niar 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | 21* | 2023 |
| Magnas: A mapping-aware graph neural architecture search framework for heterogeneous mpsoc deployment M Odema, H Bouzidi, H Ouarnoughi, S Niar, MA Al Faruque ACM Transactions on Embedded Computing Systems 22 (5s), 1-26, 2023 | 11 | 2023 |
| Map-and-conquer: Energy-efficient mapping of dynamic neural nets onto heterogeneous mpsocs H Bouzidi, M Odema, H Ouarnoughi, S Niar, MA Al Faruque 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 10 | 2023 |
| Performance modeling of computer vision-based cnn on edge gpus H Bouzidi, H Ouarnoughi, S Niar, AAE Cadi ACM Transactions on Embedded Computing Systems (TECS) 21 (5), 1-33, 2022 | 9 | 2022 |
| Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices MIE Ghebriout, H Bouzidi, S Niar, H Ouarnoughi Asian Conference on Machine Learning, 374-389, 2024 | 4 | 2024 |
| Co-Optimization of DNN and Hardware Configurations on Edge GPUs H Bouzidi, H Ouarnoughi, S Niar, EG Talbi, AA El Cadi 2022 25th Euromicro Conference on Digital System Design (DSD), 398-405, 2022 | 4 | 2022 |
| SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search H Bouzidi, S Niar, H Ouarnoughi, EG Talbi arXiv preprint arXiv:2402.13204, 2024 | 2 | 2024 |
| Treasure what you have: Exploiting similarity in deep neural networks for efficient video processing H Benmeziane, H Bouzidi, H Ouarnoughi, O Ozturk, S Niar arXiv preprint arXiv:2305.06492, 2023 | 2 | 2023 |
| Evolutionary-based co-optimization of dnn and hardware configurations on edge gpu H Bouzidi, H Ouarnoughi, EG Talbi, AA El Cadi, S Niar International Conference on Optimization and Learning, 3-12, 2022 | 2 | 2022 |
| An evaluation bench for the exploration of machine learning deployment solutions on embedded platforms E Jenn, F Thiant, T Allouche, H Bouzidi, R Conejo-Laguna, O Hlimi, ... 12th European Congress Embedded Real Time Systems-ERTS 2024, 2024 | 1 | 2024 |
| Efficient Deployment of Deep Neural Networks on Hardware Devices for Edge AI H Bouzidi Université Polytechnique Hauts-de-France, 2024 | 1 | 2024 |
| Evolutionary-based optimization of hardware configurations for dnn on edge gpus H Bouzidi, H Ouarnoughi, EG Talbi, AA El Cadi, S Niar META’21, The 8th International Conference on Metaheuristics and Nature …, 2021 | 1 | 2021 |
| Model for Peanuts: Hijacking ML Models without Training Access is Possible M Ghorbel, H Bouzidi, IM Bilasco, I Alouani arXiv preprint arXiv:2406.01708, 2024 | | 2024 |
| Quantum Computing H Bouzidi, Y Djebrouni https://www.researchgate.net/publication/334657992_Quantum_Computing, 2018 | | 2018 |
| Recherche d’architectures neuronales multimodales avec la prise en compte du matériel Edge MGM Imed, PN Smail, PO Hamza, PBK ESI, MB Halima | | |
| 2023 26th Euromicro Conference on Digital System Design (DSD) O Hamza, S Niar, H Benmeziane, J Boukhobza, H Bouzidi, JC Ferreira, ... | | |
| 2022 25th Euromicro Conference on Digital System Design (DSD)| 978-1-6654-7404-7/22/$31.00© 2022 IEEE| DOI: 10.1109/DSD57027. 2022.00130 L Adacher, M Adedjouma, S Adhikary, F Adrian, M Aftowicz, W Afzal, ... | | |
Hamza OuarnoughiAssociate Professor at INSA Hauts-de-FranceVerified email at uphf.fr
