Biography

I am currently working as a postdoctoral researcher at the Institute of Statistical Science, Academia Sinica. Have received Ph.D. degree from National Chiao Tung University in Sep. 2017. I am interested in the area of data analysis and data security.

Interests

  • Machine learning and big data analysis
  • Data analysis with CryoEM and medical image data
  • Security system design and Side-channel analysis
  • Hardware/Software Codesign

Education

  • Ph.D. in Electronics Engineering, 2017

    National Chiao Tung University, Hsinchu, Taiwan.

  • Bachelor Of EECS Undergraduate Honors Program, 2011

    National Chiao Tung University, Hsinchu, Taiwan.

  • Exchange Student in EECS, 2010

    University of Illinois Urbana-Champaign, USA.

  • High School Graduation, 2007

    National Hualien High School, Taiwan

Experience

 
 
 
 
 

Postdoctoral Researcher

Institute of Statistical Science, Academia Sinica

Dec 2017 – Present Taiwan
Interests include:

  • Research on dimension reduction and clustering method
  • Research on Machine learning and deep learning
  • Develop software platform for cryo-EM
 
 
 
 
 

Postdoctoral Researcher

National Chiao Tung University

Oct 2017 – Nov 2017 Taiwan
Research on practical side-channel analysis using correlation power analysis and hypothesis testing.
 
 
 
 
 

Visiting Student Researcher

Stanford University

Nov 2016 – Aug 2017 California, USA
Design scalable video analysis framework and do machine learning research.

Honors

2020 ICCM Best Paper Silver Award

Participants of Global Young Scientists Summit

Third Place in Poster Competition

Dragon Gate Program Scholarship (科技部龍門計畫)

Second Prize in IE Design Contest, Core Technology Category

12th Macronix Golden Silicon Award

First Prize in IC Design Contest, Cell-Based IC Category

EECS Study Aboard Scholarship

Second Prize,Programming Contest for Freshman

Recent & Past Talks

Dimension reduction and clustering method for noisy high-dimensional images and application to Cryogenic Electron Microscopy

Two-stage dimension reduction method and application to Cryogenic Electron Microscopy

Accelerated Cryo-EM Workflow

ASCEP - A Speedy and robust Cryo-EM processing Platform

A Dimension Reduction Method For Cryo-EM Image Processing

Contact

  • steve2003121@gmail.com
  • No. 128 Academia Road, Academia Sinica, Taipei, 11529, Taiwan