Hi there : )

My name is Gyeongmin Gu. Currently, I’m working as a researcher at the Biomedical Research Institute of JBNU hospital. My research interests include data mining, machine learning, biomedical informatics, data engineering, and operations research.

📧E-mail

• [email protected]
• [email protected]
• [email protected]

🖋️Educations

• M.S., Computer Science and Engineering, Jeonbuk National University, Jeonju, South Korea, 2023.03~2025.02
  • Supervisor: Prof. Jinhong Jung(Soongsil Univ.) & Prof. Hyun-Je Song(JBNU)
  • Thesis: Lightweight Node Representation Learning for Effective Link Sign Prediction in Signed Bipartite Graphs [Slide]
• B.S., Industrial and Information Systems Engineering, Jeonbuk National University, Jeonju, South Korea, 2015.03~2021.08
  • Graduation project: Allocating Optimal Locations of the Tram Stations in the Jeonju Han-Ok Village (전주한옥마을 트램 정차역 최적위치 선정) [Link]
    • advisor: Prof. Tae-Han Lee
• Masan Yong-ma High School, Liberal Arts, Chang-won, South Korea, 2012.03~2015.02

💼Working Experiences

• Researcher, Biomedical Research Institute of Jeonbuk National University Hospital, Jeonju, South Korea, June 2025 ~ Current
  • PI: Prof. Hyunho Kim, M.D., Ph.D.
• Research Assistant, Natural Language Learning Lab, CSAI at Jeonbuk National University, Jeonju, South Korea, Sep. 2023 ~ Feb. 2025
  • PI: Prof. Hyun-je Song, Ph.D.
• Research Assistant, Data Mining Lab, School of SW at Soongsil University, Seoul, South Korea, Mar. 2023 ~ Feb. 2025
  • PI: Prof. Jinhong Jung, Ph.D.
  • This lab moved from CSAI at JBNU in September 2023
• Research Assistant, Wireless Networks Lab, Department of Information Convergence Engineering(AI) at Pusan National University, Yangsan, South Korea, Sep. 2021 ~ June 2022

📝 Publications

[Note] * indicates the first contributor.

Journal

• [J1] {Gyeongmin Gu, Minseo Jeon}*, Hyun-je Song, Jinhong Jung, Effective and Lightweight Representation Learning for Signed Bipartite Graphs, Neural Networks, Elsevier, SCIE(IF=6.3, JCR Q1) [Paper]

Domestic Proceeding

• [DP2] (Upcoming) Sehyun Lee*, Gyeongmin Gu, Hyunho Kim, TransRDB: Diffusion-Based AI Framework Enabling Single-Sequence MRI for Safer and Faster Pediatric Brain Imaging, Autumn Annual Conference of KOSMI 2025, The Korean Society of Medical Informatics
• [DP1] (Best Paper in Database) Gyeongmin Gu*, Minseo Jeon, Hyun-je Song, Jinhong Jung, Signed Bipartite Graph Neural Network using Personalized Propagation, Korea Software Congress(KSC) 2024, KIISE {[Paper] [Slide]}