About Me

Hi, I’m Jongha Kim, a M.S & Ph.D. integrated student at Machine Learning and Vision Lab (MLV) in Korea University, under the supervision of Prof. Hyunwoo J. Kim. I received my B.S. degree in Computer Science and Engineering & Statistics (double-major) in Korea University at Aug. 2022. My research interest includes:

• Computer Vision
• Graph Neural Networks (GNNs)

I love playing guitar 🎸 and eating dakgalbi 🐓. This is my CV.

Education

• M.S. & Ph.D. Integrated in Artificial Intelligence Applications at Korea University
  Sep. 2022 - Current

• B.S. in Computer Science and Engineering & Statistics(Double-major) at Korea University
  Mar. 2018 - Aug. 2022
  GPA : 4.22 / 4.5 (Major GPA : 4.25 / 4.5)

International Conference Publications

* denotes equal contribution

• Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection
  [paper] [code]
  Jongha Kim*, Jihwan Park*, Jinyoung Park*, Jinyoung Kim, Sehyung Kim, Hyunwoo J. Kim
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024.

• Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification
  [paper]
  Injae Kim*, Jongha Kim*, Joonmyung Choi, Hyunwoo J. Kim
  MedAGI Workshop at International Conference on Medical Image Computing and Computer-Assisted Intervention (MedAGI@MICCAI) 2023 (Oral Presentation).

• Object Detection in Aerial Images with Uncertainty-Aware Graph Network
  [paper]
  Jongha Kim, Jinheon Baek, Sung Ju Hwang
  VOLI Workshop at European Conference on Computer Vision (VOLI@ECCV) 2022.

Domestic Conference Publication

• A study on the Measurement System of Apple Sugar Content Based on Smartphone Camera
  Sanghoon Lee, Jongha Kim, Hyemin Song and Hyun Kim
  Autumn Annual Conference of IEIE(The Institute of Electronics and Information Engineers) 2019

Research Experience

• MLAI Lab
  Undergraduate Research Intern at MLAI lab at KAIST under supervision of Prof. Sung Ju Hwang.
  Jun. 2021 - Jul. 2022

Work Experiences

• Upstage AI
  Mentor of Computer Vision team of BoostCamp AI Tech 3rd course of Upstage AI.
• Upstage AI
  Mentor of Computer Vision team led by Prof. Tae Hyun Oh in BoostCamp AI Tech 2rd course of Upstage AI.
• Upstage AI
  Teaching assistance of Computer Vision team led by Prof. Tae Hyun Oh in BoostCamp AI Tech 2rd course of Upstage AI.
• VoyagerX
  Deep learning developer intern of a mobile scanner vFlat. team at a startup VoyagerX.
• Software Maestro
  Developed a moblie application DalDang as a 10’th trainee at Software Maestro.

Domestic Patents

• Method for measuring sugar content of apple using image.
  Sanghoon Lee, Hyemin Song, Jongha Kim
  Korea Patent No.10-2242155, registrated at Apr 14, 2021.

• Information providing method and system for sharing fruit information including sugar content information measured through image vision processing.
  Sanghoon Lee, Hyemin Song, Jongha Kim, Hyun Kim
  Korea Patent Application No.10-2020-0153010.

Invited Talks

• Korea University & LG AI Workshop
  Korea University
  February, 2023.

• Defining and solving problems in deep learning projects
  BoostCamp AI Tech 2nd course
  Nov 16, 2021.

Awards & Scholarships

• Graduate School Outstanding Freshman Scholarship, Korea University
  Scholarship awarded to an outstanding freshman in graduate school.
  Sep. 2022

• Dean’s List, Korea University
  Award given to a undergraduate student with perfect GPA (4.5/4.5) for a semester.
  Spring 2019

• Semester High Honors, Korea University
  Award given to a undergraduate student with high GPA (over 4.0/4.5) for a semester.
  Fall 2018, Spring 2019, Fall 2019, Spring 2020, Spring 2021, Fall 2021

• 2020 Agrifood Public Big Data Startup Competition, Korea Rural Development Administration
  2nd place in competition, with Fruit harvesting and sugar content measurement platform using smartphones.
  Aug 5, 2020

• National Scholarship for Science and Engineering, Korea Student Aid Foundation
  This scholarship supports undergraduates with strong academic performance in science and engineering, with the purpose of developing future leaders in those fields.
  Mar. 2018 - Aug. 2022

Languages

• Korean, Navite Speaker
• English, TEPS : 525 / 600 (Near-native level)