About

Hi, I am Shih-Chieh, currently an applied scientist at Microsoft AI & Research. I am working on ML/DL applications with an emphasis on computer vision. I obtained my Ph.D. at the University of Michigan, Ann Arbor, advised by Prof. Jason Mars and Prof. Lingjia Tang

I'm obsessed with technology and design shaping the future of the world, particularly in autonomous vehicles. I immerse myself in architecting future system design and am determined to reshape how we interact with technology.

My research focuses on system design and machine learning. Specifically, I work on improving end-to-end automonous driving systems by investigating the entire cross-layer stack from hardware architecture, to software system design, to human interaction interface.

Aside from all this, I am also an indie music lover.

Thanks for stopping by. resume

Education

Ph.D. in Computer Science and Engineering

  • University of Michigan, Ann Arbor
  • Sept. 2015 - Mar. 2019
  • Advisors: Prof. Jason Mars, Prof. Lingjia Tang

Photo Credit: Jason Crotty


B.S. in Electrical Engineering

  • National Taiwan University
  • Sept. 2010 - Jun. 2014
  • Advisors: Prof. An-Yeu Wu, Prof. Shao-Yi Chien
  • Valedictorian

Photo Credit: NTU

Publications

Adasa: A Conversational In-Vehicle Digital Assistant for Advanced Driver Assistance Features
Shih-Chieh Lin, Chang-Hong Hsu, Walter Talamonti, Yunqi Zhang, Steve Oney
Jason Mars, Lingjia Tang
The 31st ACM Symposium on User Interface Software and Technology (UIST 2018)
Best Paper Honorable Mention
[bibtex] [video] [slides]

The Architectural Implications of Autonomous Driving: Constraints and Acceleration
Shih-Chieh Lin, Yunqi Zhang, Chang-Hong Hsu, Matt Skach, Md E. Haque
Lingjia Tang, Jason Mars
The 23rd International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2018)
[bibtex] [poster] [slides] [lightning talk slides]

Concise Loads and Stores: The Case for an Asymmetric Compute-Memory Architecture for Approximation
Animesh Jain, Parker Hill, Shih-Chieh Lin, Muneeb Khan, Md E. Haque
Michael A. Laurenzano, Scott Mahlke, Lingjia Tang, Jason Mars
The 49th Annual IEEE/ACM International Symposium on Microarchitecture
(MICRO 2016)
[bibtex]

High Performance Adaptive Routing for Network-on-Chip Systems with Express Highway Mechanism
Shih-Chieh Lin, En-Jui Chang, Yu-Yin Chen, Hsien-Kai Hsin, An-Yeu Wu
The 12th IEEE Asia Pacific Conference on Circuits and Systems (APCCAS 2014)
[bibtex]

Experience

Applied Scientist

  • AI & Research, Microsoft
  • Jul. 2019 - Present

Graduate Student Researcher

  • Clarity Lab, University of Michigan, Ann Arbor
  • Sept. 2015 - Mar. 2019

Research Intern

  • AI R&D Team, Clinc, Inc.
  • Apr. 2018 - Aug. 2018

Undergraduate Research Assistant

  • National Taiwan University
  • Sept. 2012 - Jun. 2014