Hadjer Benmeziane

According to our database, Hadjer Benmeziane authored at least 25 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Grassroots operator search for model edge adaptation using mathematical search space.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar

Future Gener. Comput. Syst., 2024

Combining Neural Architecture Search and Automatic Code Optimization: A Survey.

Inas Bachiri, Hadjer Benmeziane, Smaïl Niar, Riyadh Baghdadi, Hamza Ouarnoughi, Abdelkrime Aries

CoRR, 2024

DfuseNAS: A Diffusion-Based Neural Architecture Search.

Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar, Kaoutar El Maghraoui

Proceedings of the International Joint Conference on Neural Networks, 2024

Medical Neural Architecture Search: Survey and Taxonomy.

Hadjer Benmeziane, Imane Hamzaoui, Zayneb Cherif, Kaoutar El Maghraoui

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation.

Imane Hamzaoui, Hadjer Benmeziane, Zayneb Cherif, Kaoutar El Maghraoui

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

A Pre-Search Evaluation Framework for Assessing Search Space Complexity.

Hadjer Benmeziane

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Are Large Language Models Good Neural Architecture Generators for Edge?

Hadjer Benmeziane, Kaoutar El Maghraoui

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

EfficientMedSAM: Accelerating Medical Image Segmentation via Neural Architecture Search and Knowledge Distillation.

Arnold Caleb Asiimwe, William Das, Hadjer Benmeziane, Kaoutar El Maghraoui

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2024

Analog AI as a Service: A Cloud Platform for In-Memory Computing.

Kaoutar El Maghraoui, Kim Tran, Kurtis Ruby, Borja Godoy, Jordan Murray, Manuel Le Gallo-Bourdeau, Todd Deshane, Pablo Gonzalez, Diego Moreda, Hadjer Benmeziane, Corey Liam Lammie, Julian Büchel, Malte J. Rasch, Abu Sebastian, Vijay Narayanan

Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023

Multi-objective Hardware-aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models.

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar

ACM Trans. Archit. Code Optim., June, 2023

Efficient Hardware-aware Neural Architecture Search for Edge Computing. (Optimisation Automatique des Applications d'Apprentissage Profond sur Plateformes Matérielles Edges).

Hadjer Benmeziane

PhD thesis, 2023

Grassroots Operator Search for Model Edge Adaptation.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar

CoRR, 2023

Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing.

Hadjer Benmeziane, Halima Bouzidi, Hamza Ouarnoughi, Ozcan Ozturk, Smaïl Niar

CoRR, 2023

HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices.

Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouranoughi, Smaïl Niar

CoRR, 2023

Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training.

Hadjer Benmeziane, Amine Ziad Ounnoughene, Imane Hamzaoui, Younes Bouhadjar

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning.

Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing.

Hadjer Benmeziane, Corey Lammie, Irem Boybat, Malte J. Rasch, Manuel Le Gallo, Hsinyu Tsai, Ramachandran Muralidhar, Smaïl Niar, Hamza Ouarnoughi, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices.

Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar

Proceedings of the 2023 Workshop on Compilers, Deployment, and Tooling for Edge AI, 2023

2022

Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search.

Hadjer Benmeziane, Smaïl Niar, Hamza Ouarnoughi, Kaoutar El Maghraoui

Proceedings of the International IEEE Symposium on Performance Analysis of Systems and Software, 2022

Real-time style transfer with efficient vision transformers.

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar

Proceedings of the EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5, 2022

CaW-NAS: Compression Aware Neural Architecture Search.

Hadjer Benmeziane, Hamza Ouranoughi, Smaïl Niar, Kaoutar El Maghraoui

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021

A Comprehensive Survey on Hardware-Aware Neural Architecture Search.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang

CoRR, 2021

Hardware-Aware Neural Architecture Search: Survey and Taxonomy.

Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models.

Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar

Proceedings of the ArabWIC 2021: The 7th Annual International Conference on Arab Women in Computing in Conjunction with the 2nd Forum of Women in Research, 2021