Halima Bouzidi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Basis Functions

Convolutional Neural Networks

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi, El-Ghazali Talbi
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search. CoRR (2024)
Mahmoud Ghorbel, Halima Bouzidi, Ioan Marius Bilasco, Ihsen Alouani
Model for Peanuts: Hijacking ML Models without Training Access is Possible. CoRR (2024)
Mohamed Imed Eddine Ghebriout, Halima Bouzidi, Smaïl Niar, Hamza Ouarnoughi
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices. ACML (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. 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)