Run Wang

Run Wang

Master in Information Technology and Electrical Engineering

ETH Zurich

Biography

I am currently pursuing a Master’s degree in Electrical Engineering at ETH Zurich, specializing in digital IC architecture design with a strong focus on machine learning applications. Having completed my Bachelor’s degree in Electrical Engineering with a focus on biomedical engineering at Fudan University from 2018 to 2022, where I achieved a top GPA, I have developed a robust foundation in deep learning, embedded hardware design, graph algorithm and compiler.

Under the guidance of Prof. Luca Benini at ETH Zurich’s Integrated Systems Laboratory (IIS), I am actively engaged in projects focused on hardware-software co-design, including optimizing the softmax function and enhancing on-device training. My work aims to bridge the gap between cutting-edge machine learning algorithms and efficient hardware implementation, leveraging my expertise in digital IC design and machine learning. I am seeking a PhD position specializing in hardware-software system optimization, where I can further explore innovative approaches to advancing AI hardware and on-device intelligence.

Interests

  • Digital Architecture IC Design
  • TinyML
  • AI Compiler

Education

  • M.S. Information Technology and Electrical Engineering, 2022

    ETH Zurich

  • B.E. electrical engineering (Honours), 2018

    Fudan University

Experience

How my research interest develped

 
 
 
 
 

Master Thesis

IIS ETH

Jan 2025 – Jul 2025
On-Device Learning on Heterogeneous SoCs with Software-Managed Caches
 
 
 
 
 

Semester Project

IIS ETH

Feb 2024 – Jul 2024
Transformer Hareware Software Codesign for NeuroSoc
 
 
 
 
 

Research Intern

EAST-MICAS, KUL

Jun 2023 – Sep 2022
Design and Implementation of an Electronic Skin for Prosthetics Applications
 
 
 
 
 

Ospp@Alibaba RocketMQ Project Intern

Alibaba

Jun 2022 – Sep 2022
Apache RocketMQ Documentation Manager & Website Development
 
 
 
 
 

Undergraduate Researcher

Fudan University, Prof. Zhongzhi Zhang

Nov 2020 – May 2021
 
 
 
 
 

Undergraduate Researcher

Fudan University, Prof. Wei Chen and Prof. Hui Feng

Aug 2019 – Feb 2020
Work on pain classification problem with deep learning method