| A comprehensive survey on hardware-aware neural architecture search H Benmeziane, KE Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ... arXiv preprint arXiv:2101.09336, 2021 | 128* | 2021 |
| Hardware-Aware Neural Architecture Search: Survey and Taxonomy H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ... IJCAI 2021, 2021 | 43 | 2021 |
| Pareto rank surrogate model for hardware-aware neural architecture search H Benmeziane, S Niar, H Ouarnoughi, K El Maghraoui 2022 IEEE International Symposium on Performance Analysis of Systems and …, 2022 | 10 | 2022 |
| Comparison of deep learning frameworks and compilers H Benmeziane Master in Computer Science, École nationale Supérieure d’Informatique, 2020 | 10 | 2020 |
| Multi-objective hardware-aware neural architecture search with Pareto rank-preserving surrogate models H Benmeziane, H Ouarnoughi, K El Maghraoui, S Niar ACM Transactions on Architecture and Code Optimization 20 (2), 1-21, 2023 | 7 | 2023 |
| Skip connections in spiking neural networks: an analysis of their effect on network training H Benmeziane, AZ Ounnoughene, I Hamzaoui, Y Bouhadjar 2023 IEEE International Parallel and Distributed Processing Symposium …, 2023 | 5 | 2023 |
| A comprehensive survey on hardware-aware neural architecture search. arXiv 2021 H Benmeziane, KE Maghraoui, H Ouarnoughi, S Niar, M Wistuba, ... arXiv preprint arXiv:2101.09336, 0 | 5 | |
| AnalogNAS: A neural network design framework for accurate inference with analog in-memory computing H Benmeziane, C Lammie, I Boybat, M Rasch, M Le Gallo, H Tsai, ... 2023 IEEE International Conference on Edge Computing and Communications …, 2023 | 4 | 2023 |
| Real-time style transfer with efficient vision transformers H Benmeziane, H Ouarnoughi, KE Maghraoui, S Niar Proceedings of the 5th International Workshop on Edge Systems, Analytics and …, 2022 | 3 | 2022 |
| Accelerating neural architecture search with rank-preserving surrogate models H Benmeziane, H Ouarnoughi, K El Maghraoui, S Niar The 7th Annual International Conference on Arab Women in Computing in …, 2021 | 3 | 2021 |
| 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 |
| CaW-NAS: Compression aware neural architecture search H Benmeziane, H Ouranoughi, S Niar, K El Maghraoui 2022 25th Euromicro Conference on Digital System Design (DSD), 391-397, 2022 | 2 | 2022 |
| Grassroots Operator Search for Model Edge Adaptation using Mathematical Search Space H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar Future Generation Computer Systems, 2024 | 1 | 2024 |
| Hyt-nas: Hybrid transformers neural architecture search for edge devices LA Mecharbat, H Benmeziane, H Ouarnoughi, S Niar Proceedings of the 2023 Workshop on Compilers, Deployment, and Tooling for …, 2023 | 1 | 2023 |
| Grassroots operator search for model edge adaptation H Benmeziane, KE Maghraoui, H Ouarnoughi, S Niar arXiv preprint arXiv:2309.11246, 2023 | 1 | 2023 |
| Pareto rank-preserving supernetwork for hardware-aware neural architecture search H Benmeziane, K El Maghraoui, H Ouarnoughi, S Niar ECAI 2023, 239-246, 2023 | 1 | 2023 |
| Medical Neural Architecture Search: Survey and Taxonomy H Benmeziane, I Hamzaoui, Z Cherif, K El Maghraoui International Joint Conference on Artificial Intelligence, 2024 | | 2024 |
| EfficientMedSAM: Accelerating Medical Image Segmentation via Neural Architecture Search and Knowledge Distillation A Asiimwe, W Das, H Benmeziane, K El Maghraoui IEEE International Conference on Edge Computing, 2024 | | 2024 |
| Are Large Language Models Good Neural Architecture Generators for Edge? H Benmeziane, K El Maghraoui IEEE International Conference on Edge Computing, 2024 | | 2024 |
| Analog AI as a Service: A Cloud Platform for In-Memory Computing K El Maghraoui, K Tran, K Ruby, B Godoy, J Murray, T Deshane, ... IEEE International Conference on Software Services Engineering, 2024 | | 2024 |
Dr. Kaoutar El MaghraouiIBM T.J. Watson Research CenterVerified email at us.ibm.com
