cv
General Information
| Full Name | Bingyi Zhang |
| Languages | Chinese, English |
Education
- 2019 - 2024
Ph.D. in Computer Engineering
University of Southern California, Los Angeles, USA
- Advisor: Prof. Viktor K. Prasanna
- Thesis: Hardware-Software Codesign for Accelerating Graph Neural Networks on FPGA
- 2017 - 2019
M.Eng. in Integrated Circuit Engineering
State Key Laboratory of ASIC and System, Fudan University, Shanghai, China
- 2013 - 2017
B.Eng. in Microelectronics Science and Engineering
Department of Microelectronics, Fudan University, Shanghai, China
Work Experience
- 2024 - Present
AI Developer Technology Engineer
NVIDIA
- 2019 - 2024
Research Assistant
FPGA/Parallel Computing Lab, University of Southern California
- High-performance GNN inference and training on FPGA
- Hardware-software codesign for computer vision and SAR ATR applications
- Compiler and runtime system design for domain-specific accelerators
- Sep 2016 - Feb 2017
Intern
Advanced Micro Devices (AMD), Shanghai, China
- BIOS verification for Ryzen CPU
Teaching Experience
- Jan 2022 - Dec 2022
Teaching Assistant: CSCI 356 Introduction to Computer Systems
University of Southern California
- Sep 2020 - Jun 2021
Teaching Assistant: CS 570 Analysis of Algorithms
University of Southern California
Awards
| Outstanding Poster Award, 1st Place, IPDPS 2023 PhD Forum | 2023 |
| China National Scholarship for Graduate Students (Top 1) | 2018 |
| National College Student Integrated Circuit Innovation and Entrepreneurship Competition | National Second Prize |
Professional Service
| Organizing Committee | FCCM 2023 (Local Arrangements Chair) |
| Technical Program Committee | INFOCOMP 2023, PESARO 2023 |
| Reviewer (80+ reviews) | IEEE TVLSI, IEEE TIP, IET Computer Vision, IET Image Processing, Neurocomputing, EAAI, Information Sciences, ASAP 2022, ICSICT 2022, ASICON 2021, IEEE International Radar Conference 2023 |