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Mohammad Abdullah Al Faruque

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SMORE: Similarity-based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification

Feb 27, 2024
Junyao Wang, Mohammad Abdullah Al Faruque

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Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving

Feb 22, 2024
Eugen Šlapak, Matúš Dopiriak, Mohammad Abdullah Al Faruque, Juraj Gazda, Marco Levorato

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LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems

Jan 08, 2024
Mohamad Fakih, Rahul Dharmaji, Yasamin Moghaddas, Gustavo Quiros Araya, Oluwatosin Ogundare, Mohammad Abdullah Al Faruque

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Inter-Layer Scheduling Space Exploration for Multi-model Inference on Heterogeneous Chiplets

Dec 14, 2023
Mohanad Odema, Hyoukjun Kwon, Mohammad Abdullah Al Faruque

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Robust and Scalable Hyperdimensional Computing With Brain-Like Neural Adaptations

Nov 13, 2023
Junyao Wang, Mohammad Abdullah Al Faruque

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DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data

Aug 18, 2023
Junyao Wang, Luke Chen, Mohammad Abdullah Al Faruque

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MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment

Jul 16, 2023
Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smail Niar, Mohammad Abdullah Al Faruque

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CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion

Jun 27, 2023
Yifan Zhang, Arnav Vaibhav Malawade, Xiaofang Zhang, Yuhui Li, DongHwan Seong, Mohammad Abdullah Al Faruque, Sitao Huang

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