Zhifan Ye

Zhifan Ye

Ph.D. Student in Computer Science

Georgia Tech

Biography

I am a second year Ph.D. student from the EIC Lab at Georgia Tech, supervised by Prof. Celine Lin. My research interest lies in boosting the efficiency of deep learning models for enabling ubiquitous edge intelligence, from both algorithm and hardware perspectives.

Interests
  • Efficient Deep Learning
  • Deep Learning Accelerators
  • AR/VR Applications
Education
  • Ph.D. in Computer Science, 2023 - Present

    Georgia Tech

  • Ph.D. in Elec. and Comp. Engineering, 2022 - 2023

    Rice University (transferred to Georgia Tech)

  • B.E. in Computer Science, 2018 - 2022

    University of Science and Technology of China

Experience

 
 
 
 
 
Georgia Tech
Teaching Assistant
August 2023 – December 2023 Georgia
TA of CS3220 Processor Design, in charge of three labs on implementing a tiny RISC-V processor.
 
 
 
 
 
Meta Platforms, Inc.
Research Scientist Intern
May 2023 – August 2023 Pennsylvania
At the Meta Reality Labs, I worked on the research and development of efficient deep learning models for on-device human body reconstruction.

Recent Publications

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(2023). GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models. In ICCAD.