Research output per year
Research output per year
Personal profile
Research overview
Jiawei is a second-year PhD student in Computer Science at the University of St Andrews, supervised by Prof Blesson Varghese and Prof Simon Dobson. His research focuses on edge computing and machine learning systems (e.g., Accelerating AI inference for resource-constrained edge devices.)
He is passionate about designing deep learning systems through hardware-software co-design to balance performance and efficiency, aiming to develop scalable solutions for advanced AI in edge environments.
Willing to collaborate on interesting projects!
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Collaborations and top research areas from the last five years
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Research output
- 1 Preprint
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Agentic Edge AI
Wu, D., Luo, J., Han, Y., Shi, W. & Varghese, B., 5 Aug 2026, (Submitted).Research output: Working paper › Preprint