HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling
Bouzidi, Halima, Odema, Mohanad, Ouarnoughi, Hamza, Al Faruque, Mohammad Abdullah, Niar, Smail
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
Published in 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.04.2023)
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Conference Proceeding
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs
Bouzidi, Halima, Odema, Mohanad, Ouarnoughi, Hamza, Niar, Smail, Al Faruque, Mohammad Abdullah
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
Co-Optimization of DNN and Hardware Configurations on Edge GPUs
Bouzidi, Halima, Ouarnoughi, Hamza, Niar, Smail, Talbi, El-Ghazali, El Cadi, Abdessamad Ait
Published in 2022 25th Euromicro Conference on Digital System Design (DSD) (01.08.2022)
Published in 2022 25th Euromicro Conference on Digital System Design (DSD) (01.08.2022)
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Conference Proceeding
Model for Peanuts: Hijacking ML Models without Training Access is Possible
Ghorbel, Mahmoud, Bouzidi, Halima, Bilasco, Ioan Marius, Alouani, Ihsen
Year of Publication 03.06.2024
Year of Publication 03.06.2024
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Journal Article
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices
Ghebriout, Mohamed Imed Eddine, Bouzidi, Halima, Niar, Smail, Ouarnoughi, Hamza
Year of Publication 12.09.2023
Year of Publication 12.09.2023
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Journal Article
Treasure What You Have: Exploiting Similarity in Deep Neural Networks for Efficient Video Processing
Benmeziane, Hadjer, Bouzidi, Halima, Ouarnoughi, Hamza, Ozturk, Ozcan, Niar, Smail
Year of Publication 10.05.2023
Year of Publication 10.05.2023
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Journal Article
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment
Odema, Mohanad, Bouzidi, Halima, Ouarnoughi, Hamza, Niar, Smail, Faruque, Mohammad Abdullah Al
Year of Publication 16.07.2023
Year of Publication 16.07.2023
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Journal Article
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs
Bouzidi, Halima, Odema, Mohanad, Ouarnoughi, Hamza, Niar, Smail, Faruque, Mohammad Abdullah Al
Year of Publication 24.02.2023
Year of Publication 24.02.2023
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Journal Article
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling
Bouzidi, Halima, Odema, Mohanad, Ouarnoughi, Hamza, Faruque, Mohammad Abdullah Al, Niar, Smail
Year of Publication 06.12.2022
Year of Publication 06.12.2022
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Journal Article
Performance Prediction for Convolutional Neural Networks in Edge Devices
Bouzidi, Halima, Ouarnoughi, Hamza, Niar, Smail, Cadi, Abdessamad Ait El
Year of Publication 21.10.2020
Year of Publication 21.10.2020
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Journal Article
Performance Prediction for Convolutional Neural Networks in Edge Devices
Bouzidi, Halima, Hamza Ouarnoughi, Smail Niar, Abdessamad Ait El Cadi
Published in arXiv.org (21.10.2020)
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Published in arXiv.org (21.10.2020)
Paper