Shyang-En Weng

翁祥恩 (Shyang), Computer Vision Engineer & Researcher specializing in Image Restoration, Object Detection, and Deep Learning.

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Shyang-En Weng

About Me

Currently pursuing a PhD in Computer Science at NYCU, I hold dual Master's degrees in ECE from UWM and EL from CYCU. My research expertise lies in Image Processing, Pattern Recognition, and Deep Learning, with a focus on Image Restoration and Object Detection. I am committed to developing innovative, real-world solutions and possess strong leadership skills to drive technical projects from conception to deployment.

Education

Feb 2025 - Present

Doctor of Philosophy in Computer Science

Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University (NYCU), Taiwan

ACM Lab (Applied Computing and Multimedia Lab). Focus on Computer Vision and Deep Learning.

Sep 2023 - May 2024

University of Wisconsin-Milwaukee

Master of Science in Engineering (Dual Master's Degree Program)

Electrical and Computer Engineering Concentration
GPA: 3.833

Relevant Coursework:
  • Signal Processing
    • Digital Signal Processing, Communication Systems
  • Machine Learning and Application
    • Advanced Machine Learning, Natural Language Processing, Image Processing
Sep 2022 - May 2024

Chung Yuan Christian University

Master of Science in Electronic Engineering (Dual Master's Degree Program)

Institute of Computer Science and Engineering
GPA: 4.000

Relevant Coursework:
  • Pattern Recognition and Machine Learning
    • Pattern Recognition, Optimization theory and applications, Advanced Digital Image Processing
  • Application Design
    • Android Application Design
Sep 2017 - Jun 2022

Chung Yuan Christian University

Bachelor of Science in Electronic Engineering

Department of Electrical Engineering
GPA: 3.878 (161 total credits)
Certificate of Cross-Disciplinary Program: Intelligent Robotics

Relevant Coursework:
  • Computer Vision and Pattern Recognition
    • Digital Image Processing, Pattern Recognition and Machine Learning
  • Signals and Systems
    • Information Theory, Communication System
  • Semiconductor Manufacturing and IC Circuit Design
    • Modern Physics, Semiconductor Physics, Semiconductor Technology Seminar
    • VLSI Testing, Computer-Aided Analog Circuit Design, Analysis, and Simulations
  • Miscellaneous Subjects
    • Robotics, Computer Networks, Programming and Algorithms

Experience

Feb 2025 - Present

Research Assistant (Part-time)

ACM Lab, National Yang Ming Chiao Tung University
Advisor: Prof. Ching-Chun Huang

Collaborating on a MediaTek industry-academic cooperation project, focusing on Super-Resolution, Diffusion Models, and Image Restoration.

  • Assisted the proposal writing of NSTC Research Project and ITRI industry-academic cooperation project.
Jan 2024 - Jul 2024

Research Assistant (Part-time)

MuCAT Lab, Chung Yuan Christian University (CYCU), Taiwan
Advisor: Prof. Shaou-Gang Miaou

Participated in a NSTC Research Project, focusing on Dynamic Illumination Adjustment and Super-Resolution.

  • Guided an Engineering Design Project with undergraduate students.
  • An undergraduate student was awarded the NSTC College Student Research Scholarship.
  • Assisted the proposal writing of NSTC Research Project.
  • Published works in Academic Journals and Conferences (SIVP, ICCE-TW, CVGIP).
Oct 2022 - Aug 2023

Research Assistant (Part-time)

MuCAT Lab, Chung Yuan Christian University (CYCU), Taiwan
Advisor: Prof. Shaou-Gang Miaou

Participated in a NSTC Research Project, focusing on Image Enhancement and Restoration, Lightweight AI for Edge Devices, and Industry Application of Computer Vision.

  • Guided 3 Engineering Design Projects with undergraduate students.
  • An undergraduate student was awarded the NSTC College Student Research Scholarship.
  • Published works in Academic Journals and Conferences (IJPRAI, IS3C, CVGIP, ICASI)
Sep 2021 - Jan 2022

Teaching Assistant (Part-time)

Department of Electronic Engineering, Chung Yuan Christian University (CYCU), Taiwan

Course: Modern Physics

Instructor: Prof. Hui-Kai Zeng
Sep 2018 - Jun 2022

Student Senator

Department of Electronic Engineering Student Council, CYCU

Served as a Senator (議代) for the Department Student Council for 4 years.

May 2019

Section Leader of Equipment Group

Activity of Host/Sponsor: Free Mother's Day Card

Certificate of the CYCU Holistic Education

Research Highlights

View Full Portfolio Google Scholar

Dynamic Illuminance Enhancement for Diverse Scenes

Illumination_Spectrum CPGADIA
Dynamic Illuminance Results

Developing smart systems to handle extreme lighting variability in real-world environments.

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Lightweight Deep Learning for Image Enhancement

CPGA-Net CPGA-Net+
Lightweight Network

Highly efficient neural networks designed for mobile devices and edge computing.

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Selected Publications

ZePHiR - Zero-shot Adaptation of Stable Diffusion via Plug-in Hierarchical Degradation Representation for Real-World Super-Resolution Yi-Cheng Liao, Shyang-En Weng, Yu-Syuan Xu, Chi-Wei Hsiao, Wei-Chen Chiu, Ching-Chun Huang arXiv preprint arXiv:2512.10340, Dec 2025 arXiv:2512.10340
Rethinking Theoretical Illumination for Efficient Low-Light Image Enhancement Shyang-En Weng, Cheng-Yen Hsiao, Li-Wei Lu, Yu-Shen Huang, Tzu-Han Chen, Shaou-Gang Miaou, Ricky Christanto arXiv preprint arXiv:2409.05274, Sep 2024 arXiv:2409.05274 #Lightweight-Enhancement
A lightweight low-light image enhancement network via channel prior and gamma correction Shyang-En Weng, Shaou-Gang Miaou, Ricky Christanto International Journal of Pattern Recognition and Artificial Intelligence, 2025 DOI: 10.1142/S0218001425540138 #Lightweight-Enhancement
Dynamic Illuminance Adjustment for Simultaneous Exposure Correction and Low-Light Image Enhancement Shyang-En Weng, Chang-Pin Hsu, Cheng-Yen Hsiao, Ricky Christanto, Shaou-Gang Miaou Signal, Image and Video Processing, Sep 2024 DOI: 10.1007/s11760-024-03519-0 #Dynamic-Illuminance
An Integrated Approach to Mask Wearing Classification and Crowd Counting in Public Spaces Using YOLOv5s and Deep SORT Shyang-En Weng, Ying-Cheng Lin, Ming-Yao Liang, Shaou-Gang Miaou Journal of Internet Technology, Jul 2025 JIT: vol.26, no.4, pp. 423-434 #Mask-Detection
View Full Research Portfolio

Honors & Awards

Jun 2023

Best Conference Papers Award

2023 IEEE International Symposium on Computer, Consumer and Control (IS3C2023)

Paper: Reducing Computational Requirements of Image Dehazing Using Super-Resolution Networks

Jun 2022

CYCU Student Research Creativity Award

Project: Mask Wearing Detection Based on Deep Learning Networks
May 2022

Certificate of Participation

Taiwan AI EXPO AI Junior Award 2023

Project: AI Home Assistant – Interactive Stereoscopic Visual Virtual Voice Assistant

2021 - 2022

Certificate of Excellence

Department of Electronic Engineering, CYCU

書卷獎, Awarded for semesters 109-2 and 110-1.

Dec 2021

Silver Medal

Third AI & Big Data Creative Competition, Chung Yuan Christian University

Project: Deep Learning-Based System for Assessing Learning Effectiveness

Jan 2021

Certificate of Participation

Full Custom IC Design Training Program

Department of Electronic Engineering, Chung Yuan Christian University

Get in Touch

Email

Email

shyangen104@gmail.com

 LinkedIn

LinkedIn

Shyandram

 GitHub

GitHub

Shyandram

 Medium

Medium

@shyangen104

 Google Scholar

Scholar

Google Scholar Profile
Download CV Research Slides