Mohammad Abdullah Al Faruque

HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling

Dec 06, 2022
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smail Niar

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* To be published in the 26th IEEE/ACM Design, Automation & Test in Europe Conference & Exhibition (DATE), April 2023, Antwerp, Belgium

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Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems

Jul 18, 2022
Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque

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* This paper has been accepted to the 2022 International Conference On Computer-Aided Design (ICCAD 2022)

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Golden Reference-Free Hardware Trojan Localization using Graph Convolutional Network

Jul 14, 2022
Rozhin Yasaei, Sina Faezi, Mohammad Abdullah Al Faruque

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* IEEE Transactions on Very Large Scale Integration Systems (TVLSI), 2022

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Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks

May 24, 2022
Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque

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* To be appeared at The International Symposium on Low Power Electronics and Design (ISLPED) 2022

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SELF-CARE: Selective Fusion with Context-Aware Low-Power Edge Computing for Stress Detection

May 08, 2022
Nafiul Rashid, Trier Mortlock, Mohammad Abdullah Al Faruque

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* 4 pages, 3 figures, 1 table, accepted to be published in 18th Annual International Conference on Distributed Computing in Sensor Systems (DCOSS 2022)

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