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

Best Paper Award Winners of 6th International Conference on Statistics: Theory and Applications

INTERNATIONAL ASET Aug 2024

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

Chinese Statistical Association (Taiwan) Sep 2022

2020 ICCM Best Paper Silver Award

International Congress of Chinese Mathematicians Jan 2020

Participants of Global Young Scientists Summit

National Research Foundation, Singapore Jan 2020

Third Place in Poster Competition

Institute of Statistical Science, Academia Sinica Jan 2019

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

Ministry of Science and Technology May 2016

Second Prize in IE Design Contest, Core Technology Category

Ministry of Education Jul 2013

12th Macronix Golden Silicon Award

Macronix Education Foundation Jun 2012

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

Ministry of Education Mar 2012

EECS Study Aboard Scholarship

National Chiao Tung University Jul 2010

Second Prize,Programming Contest for Freshman

National Chiao Tung University Sep 2007

Teaching

Department of Applied Mathematics

Projects

E HOME PROJECT

DELTA NCTU IOT PROJECT

BIG DATA SECURITY PROJECT

NovaTek-NCTU Side-Channel Analysis Project

SCALABLE VIDEO ANALYSIS FRAMEWORK

Cryo-EM Image Processing

Recent & Past Talks

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

Sep 25, 2024 4:10 PM — 5:00 PM Department of Mathematics of National Chung Cheng University

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

Aug 20, 2024 11:35 AM — 11:50 AM Barcelona, Spain

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

Mar 19, 2024 11:00 AM — 12:00 PM Graduate Institute of Statistics National Central University

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

Sep 15, 2023 1:20 PM — 2:10 PM National Taiwan University

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

Jul 13, 2023 1:20 PM — 2:50 PM Institute of statistical science, Academia Sinica
See all talks

Recent Publications

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

PDF

CLEAPA: a framework for exploring the conformational landscape of cryo-EM using energy-aware pathfinding algorithm

PDF

Cryo-forum: A framework for orientation recovery with uncertainty measure with the application in cryo-EM image analysis

PDF

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

PDF

RE2DC: a robust and efficient 2D classifier with visualization tool for rapid processing massive and heterogeneous cryo-EM data

PDF
See all publications

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