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Halima Bouzidi
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 13
Top Topics
Convolutional Neural Networks
Basis Functions
Graphics Cards
Video Processing
Top Venues
CoRR
ACM Trans. Embed. Comput. Syst.
CF
OLA
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Publications
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Mohanad Odema
,
Halima Bouzidi
,
Hamza Ouarnoughi
,
Smaïl Niar
,
Mohammad Abdullah Al Faruque
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment.
CoRR
(2023)
Halima Bouzidi
,
Mohanad Odema
,
Hamza Ouarnoughi
,
Smaïl Niar
,
Mohammad Abdullah Al Faruque
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs.
CoRR
(2023)
Mohanad Odema
,
Halima Bouzidi
,
Hamza Ouarnoughi
,
Smaïl Niar
,
Mohammad Abdullah Al Faruque
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment.
ACM Trans. Embed. Comput. Syst.
22 (5s) (2023)
Mohamed Imed Eddine Ghebriout
,
Halima Bouzidi
,
Smaïl Niar
,
Hamza Ouarnoughi
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices.
CoRR
(2023)
Halima Bouzidi
,
Mohanad Odema
,
Hamza Ouarnoughi
,
Smaïl Niar
,
Mohammad Abdullah Al Faruque
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs.
DAC
(2023)
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
(2023)
Halima Bouzidi
,
Mohanad Odema
,
Hamza Ouarnoughi
,
Mohammad Abdullah Al Faruque
,
Smaïl Niar
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling.
DATE
(2023)
Halima Bouzidi
,
Hamza Ouarnoughi
,
El-Ghazali Talbi
,
Abdessamad Ait El Cadi
,
Smaïl Niar
Evolutionary-Based Co-optimization of DNN and Hardware Configurations on Edge GPU.
OLA
(2022)
Halima Bouzidi
,
Hamza Ouarnoughi
,
Smaïl Niar
,
Abdessamad Ait El Cadi
Performance Modeling of Computer Vision-based CNN on Edge GPUs.
ACM Trans. Embed. Comput. Syst.
21 (5) (2022)
Halima Bouzidi
,
Mohanad Odema
,
Hamza Ouarnoughi
,
Mohammad Abdullah Al Faruque
,
Smaïl Niar
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling.
CoRR
(2022)
Halima Bouzidi
,
Hamza Ouarnoughi
,
Smaïl Niar
,
El-Ghazali Talbi
,
Abdessamad Ait El Cadi
Co-Optimization of DNN and Hardware Configurations on Edge GPUs.
DSD
(2022)
Halima Bouzidi
,
Hamza Ouarnoughi
,
Smaïl Niar
,
Abdessamad Ait El Cadi
Performance prediction for convolutional neural networks on edge GPUs.
CF
(2021)
Halima Bouzidi
,
Hamza Ouarnoughi
,
Smaïl Niar
,
Abdessamad Ait El Cadi
Performance Prediction for Convolutional Neural Networks in Edge Devices.
CoRR
(2020)