Biography

I am an assistant professor at the Department of Applied Mathematics, National Sun Yat-sen University. Have received Ph.D. degree from National Chiao Tung University in Sep. 2017. I was a Postdoctoral research fellow from 2017 to 2021 at Institute of Statistical Science, Academia Sinica. I am interested in the area of data analysis and data security.

Interests

  • Statistical learning
  • Data analysis with CryoEM and medical image data
  • Dimension reduction and clustering analysis
  • Security system design and Side-channel analysis

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

 
 
 
 
 

Assistant Professor

Department of Applied Mathematics, National Sun Yat-sen University

Aug 2021 – Present Taiwan

Interests include:

  • Research on dimension reduction and clustering method
  • Research on Statistical learning
  • Develop 3D conformation analysis methods for cryo-EM
 
 
 
 
 

Postdoctoral Researcher

Institute of Statistical Science, Academia Sinica

Dec 2017 – Jul 2021 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

Representative Speaker of CSA in 2022 JSS-KSS-CSA International Statistical Symposium

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

Teaching

Department of Applied Mathematics

Recent & Past Talks

A Novel Particle Picking Pipeline for Cryo-EM Using Semantic Segmentation and Conditional Random Field

Exploring the Conformational Landscape of Cryo-EM Using Energy-Aware Pathfinding Algorithm

Exploring the Conformational Landscape of Cryo-EM Using Energy-Aware Pathfinding Algorithm

Exploring the conformational landscape of cryo-EM using a density-aware path-finding algorithm

Contact

  • steve2003121@gmail.com
  • 07-5252000#3829
  • No. 70, Lienhai Rd, National Sun Yat-sen University, Kaohsiung, 80424, Taiwan
  • Enter College of Science and take the stairs to Office 2002-4 on Floor 2