We extend a warm welcome to those passionate about computer vision, image processing, data analysis, or federated learning. If you're interested, kindly send an email to me. Thank you!
For more information about the lab, please visit VISLab.
My Research Interests
Computer Vision, Image Processing
Our research involves object detection, domain adaptation, and infrared nighttime surveillance for more accurate and efficient image analysis.
Big Data Analytics
Our lab undertakes industry-academia collaboration projects, equipping students to apply advanced deep learning techniques to big data analysis of real-world datasets.
Federated Learning
Our focus is on combining federated learning with computer vision tasks and designing efficient model aggregation algorithms for collaborative and privacy-preserving machine learning.
Blockchain
We actively develop diverse applications using blockchain technology to enhance security, transparency, and traceability across various parties.
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About me
Experience
National Chung Cheng University, Taiwan
2024 — Present
Assistant Professor, Department of Computer Science and Information Engineering
National Center of High-performance Computing (NCHC), Taiwan
2015 — 2024.1
Assistant Researcher
Providence University, Taiwan
2016 — 2024.1
Adjunct Assistant Professor/Lecturer, Department of Data Science and Big Data Analytics
Northwestern University, U.S.
2017.2 — 2017.8
Visiting Scholar, International Center for Advanced Internet Research (iCAIR)
DMO System Ltd. (start-up, acquired by Applied Materials)
2012-2015
Engineer (Team leader)
Education
National Yang Ming Chiao Tung University (NYCU), Taiwan
2017 — 2023
Ph.D, Institute of Computer Science and Engineering
