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ORCIDSmaïl Niar
- > Home > Persons > Smaïl Niar
Publications
- 2024
[j42]Hadjer Benmeziane
, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar:
Grassroots operator search for model edge adaptation using mathematical search space. Future Gener. Comput. Syst. 157: 29-40 (2024)- [c111]Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar, Kaoutar El Maghraoui:
DfuseNAS: A Diffusion-Based Neural Architecture Search. IJCNN 2024: 1-8 - [i14]Inas Bachiri, Hadjer Benmeziane, Smaïl Niar, Riyadh Baghdadi, Hamza Ouarnoughi, Abdelkrime Aries:
Combining Neural Architecture Search and Automatic Code Optimization: A Survey. CoRR abs/2408.04116 (2024) - 2023
- [j41]Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar:
Multi-objective Hardware-aware Neural Architecture Search with Pareto Rank-preserving Surrogate Models. ACM Trans. Archit. Code Optim. 20(2): 29:1-29:21 (2023) - [c109]Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouarnoughi, Smaïl Niar:
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. CODAI 2023: 41-45 - [c106]Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar:
Pareto Rank-Preserving Supernetwork for Hardware-Aware Neural Architecture Search. ECAI 2023: 239-246 - [c105]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:
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. EDGE 2023: 233-244 - [c104]Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi:
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. ICCD 2023: 444-447 - [i12]Lotfi Abdelkrim Mecharbat, Hadjer Benmeziane, Hamza Ouranoughi, Smaïl Niar:
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices. CoRR abs/2303.04440 (2023) - [i11]Hadjer Benmeziane, Halima Bouzidi, Hamza Ouarnoughi, Ozcan Ozturk, Smaïl Niar:
Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing. CoRR abs/2305.06492 (2023) - [i10]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:
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. CoRR abs/2305.10459 (2023) - [i7]Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar:
Grassroots Operator Search for Model Edge Adaptation. CoRR abs/2309.11246 (2023) - [i6]Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smaïl Niar, Hamza Ouarnoughi:
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning. CoRR abs/2311.06917 (2023) - 2022
- [c103]Hadjer Benmeziane, Hamza Ouranoughi, Smaïl Niar, Kaoutar El Maghraoui:
CaW-NAS: Compression Aware Neural Architecture Search. DSD 2022: 391-397 - [c101]Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar:
Real-time style transfer with efficient vision transformers. EdgeSys@EuroSys 2022: 31-36 - [c100]Hadjer Benmeziane, Smaïl Niar, Hamza Ouarnoughi, Kaoutar El Maghraoui:
Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search. ISPASS 2022: 267-276 - 2021
- [c97]Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar:
Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models. ArabWIC 2021: 21:1-21:6 - [c94]Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang:
Hardware-Aware Neural Architecture Search: Survey and Taxonomy. IJCAI 2021: 4322-4329 - [i4]Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang:
A Comprehensive Survey on Hardware-Aware Neural Architecture Search. CoRR abs/2101.09336 (2021)
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