Computer Engineering
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Assistant Professor, Electrical and Computer Engineering
Research Interests:
My research interest spans domain-specific acceleration chip design, computer architecture, and agile design automation. Specifically, my recent research centers around enabling ubiquitous AI-powered intelligent functionalities, particularly highlighting a holistic solution from efficient architectures, to chips, and to integrated systems and advocating the design insight of marrying algorithm-hardware co-design techniques with application-level…
- Accepting new graduate research students
Associate Professor, Electrical and Computer Engineering
Research Interests:
Customizable computing with software-defined hardware acceleration:
- Hardware/software codesign for machine learning: especially for accelerating early-day CNNs, sub-8-bit mixed-precision CNNs, vision transformers, stable diffusion, low-bit training, and SNNs
- Hardware/software codesign for big data…
- Accepting new graduate research students