| 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 | 54* | 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 | 39* | 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 | 27* | 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 | 21 | 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 | 16 | 2022 |
| LLM4CVE: Enabling Iterative Automated Vulnerability Repair with Large Language Models M Fakih, R Dharmaji, H Bouzidi, GQ Araya, O Ogundare, MAA Faruque 2025 28th Euromicro Conference on Digital System Design (DSD), 2025 | 13 | 2025 |
| 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, PMLR, 374-389, 2024 | 12 | 2024 |
| 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 | 5 | 2024 |
| Co-optimization of dnn and hardware configurations on edge gpus H Bouzidi, H Ouarnoughi, S Niar, EG Talbi, A Ait El Cadi 2022 25th Euromicro Conference on Digital System Design (DSD), 398-405, 2022 | 5 | 2022 |
| Efficient deployment of deep neural networks on hardware devices for edge ai H Bouzidi Université Polytechnique Hauts-de-France, 2024 | 3 | 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 | 3 | 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 | 3 | 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 | 2 | 2024 |
| Evolutionary-based optimization of hardware configurations for dnn on edge gpus H Bouzidi, H Ouarnoughi, EG Talbi, A Ait El Cadi, S Niar META’21, The 8th International Conference on Metaheuristics and Nature …, 2021 | 2 | 2021 |
| FlyTrap: Physical Distance-Pulling Attack Towards Camera-based Autonomous Target Tracking Systems S Xie, MH Fakih, J Lu, F Alshammari, N Wang, T Sato, H Bouzidi, ... 2026 Network and Distributed System Security (NDSS) Symposium, 2025 | 1 | 2025 |
| SnatchML: Hijacking ML models without Training Access M Ghorbel, H Bouzidi, IM Bilasco, I Alouani 2025 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 92-109, 2025 | 1* | 2025 |
| Invisible Ears at Your Fingertips: Acoustic Eavesdropping via Mouse Sensors M Fakih, R Dharmaji, Y Mahmoud, H Bouzidi, MAA Faruque The Annual Computer Security Applications Conference (ACSAC), 2025 | | 2025 |
| See No Evil: Adversarial Attacks Against Linguistic-Visual Association in Referring Multi-Object Tracking Systems H Bouzidi, H Liu, MA Al Faruque NeurIPS 2025 Workshop: Reliable ML from Unreliable Data, 2025 | | 2025 |
| NeuraSearchLib: A Modular and Extensible Library for Neural Architecture Search with Configurable Search Spaces K Essaheli, S Roubi, H Bouzidi, H Ouarnoughi, S Niar 2024 IEEE/ACM International Conference on Big Data Computing, Applications …, 2024 | | 2024 |
| Quantum Computing H Bouzidi, Y Djebrouni https://www.researchgate.net/publication/334657992_Quantum_Computing, 2018 | | 2018 |
Hamza OuarnoughiAssociate Professor at Canadian University DubaiVerified email at ieee.org
