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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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EcoFusion: Energy-Aware Adaptive Sensor Fusion for Efficient Autonomous Vehicle Perception


Feb 23, 2022
Arnav Vaibhav Malawade, Trier Mortlock, Mohammad Abdullah Al Faruque

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* Accepted to be published in the 59th ACM/IEEE Design Automation Conference (DAC 2022) 

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HydraFusion: Context-Aware Selective Sensor Fusion for Robust and Efficient Autonomous Vehicle Perception


Jan 17, 2022
Arnav Vaibhav Malawade, Trier Mortlock, Mohammad Abdullah Al Faruque

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* Accepted to be published in the 13th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS 2022) 

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Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things


Dec 15, 2021
Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque

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* To be appeared at IEEE Internet of Things (IoT) Journal 

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roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs


Sep 02, 2021
Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque

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Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices


Aug 02, 2021
Wenrui Lin, Berken Utku Demirel, Mohammad Abdullah Al Faruque, G. P. Li

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* 4 pages, 3 figures, EMBC conference 

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