Fangjia Shen

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Fangjia Shen
Graduate Student
School of Electrical and Computer Engineering
Purdue University
Indiana, U.S.A.

About

I'm a Ph.D. student studying Computer Architecture with advisor Dr. Timothy G. Rogers at Purdue, School of ECE. My research aims to bridge the gap between high-level software programming practices and highly-performant (but specialized) hardware designs.

I'm interested in all things related to the computer microarchitecture! Some current research ideas on my desk include CPU Runahead Execution, architectural optimizations for JVM, and FPGA Place-and-Route. I have also contributed to the RTL modelling of a component called the “operand collector” found in GPGPUs. Prior to joining graduate school, I obtained my bachelor's degree of science in electrical engineering at Purdue ECE and had spent three years in the “advanced class of mathematics and physics for informatics” of HUST in Wuhan, China.

Works

  1. A. Barnes, F. Shen and T. G. Rogers, “Mitigating GPU Core Partitioning Performance Effects,” 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA), Montreal, QC, Canada, 2023, pp. 530-542, doi: 10.1109/HPCA56546.2023.10070957.

  2. Y.-T. Huang, M. R. Jahanshahi, F. Shen, and T. G. Mondal, “Deep learning-based autonomous road condition assessment leveraging inexpensive RGB and depth sensors and heterogeneous data fusion: Pothole detection and quantification,” Journal of Transportation Engineering, Part B: Pavements, vol. 149, no. 2, 2023. doi:10.1061/jpeodx.pveng-1194

Education

  1. Doctor of Philosophy - Purdue University, 2020 - today

  2. Bachelor of Science in Electrical Engineering - Purdue University, 2018 - 2020; Huazhong University of Science and Technology, 2015 - 2018

My Junkyard

  1. An entropy- and regex-based Wordle solver written in Scala: wordle_hack.

Links and Contact

LinkedIn: https://www.linkedin.com/in/fangjia-shen/

GitHub: https://github.com/FJShen

ResearchGate: https://www.researchgate.net/profile/Fangjia-Shen-2

My Lab (advisor and colleagues): https://engineering.purdue.edu/tgrogers/

Email
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License

Copyright © 2023 Fangjia Shen.