Jieming Zhang

Ph.D. Candidate at Sungkyunkwan University
I'm

About Me

Research Scholar

I am currently a Ph.D. student in the Department of Computer Science and Engineering at Sungkyunkwan University, advised by Prof. Tai-Myoung Chung and Prof. Hogun Park

  • Institution: Sungkyunkwan University
  • Title: Ph.D. Candidate
  • E-mail: jieming2021@skku.edu
  • Office: #85545 Room, Corporate Collaboration Center, Sungkyunkwan University

 

Research Interest

My research interest lies at the intersection of machine learning, computer vision, image processing, graph convolution, optimization approaches and their applications to medical information processing, healthcare and neurological disorders detection including Parkinson's Disease, Alzheimer, Dementia and so on. Please refer to the Publication section for more details about my research!

I am open to research discussion and collaboration, please feel free to get in touch!

News

  • 07/2024: Awarded 2024-Spring BK21+ excellent research scholarship!
  • 11/2023: One paper regarding Parkinson pattern recognition is accepted at 10th FDSE 2023 (Oral)!
  • 05/2023: One paper regarding Parkinsonian gait recognition is accepted at Sensors (JCR Q2)!
  • 12/2022: One paper regarding pulmonary nodule detection is accepted at 19th IEEE UIC 2022!
  • 07/2021: Awarded Best Graduation Thesis Award (2%) in Zhengzhou University!

Curriculum Vitae

Click Here to download my full CV.

Education

PH.D., Computer Science and Engineering

Aug 2023 -- present

Sungkyunkwan University, Suwon, Korea

Advisiors: Prof. Tai-Myoung Chung and Prof. Hogun Park

M.ENG., Computer Science and Engineering

Aug 2021 -- Aug 2023

Sungkyunkwan University, Suwon, Korea

Advisiors: Prof. Tai-Myoung Chung and Prof. Joon-Hee Choi

B.Eng., Computer Science and Technology

Aug 2017 -- Jul 2021

Zhengzhou University, Henan, China

Advisor: Prof. Ling Ma

Experience

Visiting Student

Jul 2018 - Aug 2018

University of Wollongong, Northfields Ave Wollongong, Austrilia

Publications

Under Review / Preprints

Coming soon...

 

2023

WM-STGCN: A Novel Spatiotemporal Modeling Method for Parkinsonian Gait Recognition
Sensors, 2023
Jieming Zhang, Jongmin Lim, Moon-Hyun Kim, Sungwook Hur and Tai-Myoung Chung
Sensors
Classification of Depression Based on Functional Near-Infrared Spectroscopy (fNIRS) Signals Using Machine Learning Algorithms
Human Systems Engineering and Design (IHSED 2023): Future Trends and Applications, 2023
Nahyun Lee, Jieming Zhang, Yongho Lee, Taekun Kim, Hyewon Kim, Hong Jin Jeon
IHSED 2023

 

2022

An Improved YOLO V5 for Pulmonary Nodule Detection with Synthetic Data
In 19th IEEE International Conference on Ubiquitous Intelligence & Computing (UIC 2022), 2022.
Jieming Zhang, and Tai-Myoung Chung
IEEE

 

* indicates equal contribution

Academic Services

Journal Reviewer

  • IEEE Transactions on Image Processing

Conference Reviewer

  • The 7th International Conference on Biological Information and Biomedical Engineering, 2024

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