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๐Ÿ“ Yonsei Univ. ,Soeul, Korea

Bio

Research Interests


My research interests are Data mining, Generative Modeling and Graph Neural Network(GNN).
Expecially about 1)Diffusion Models on Graphs, 2) Graph Representation Learning and 3) Recommender system with Social network


The Latest News

[June. 2024] Scheduled: Invited talk: Emerging Trends in Graph Generative Models: Focus on Diffusion Processes, Graph User Group (GUG) 4th Seminar, Korea.

[May, 2024] Invited talk: Advanced Neural Network with Graph Structure: [An Introduction to Graph Neural Network Learning and Its Recent Trends], Sinchon Seminar of Graduates in Mathematics(SSG) 4th Seminar, Korea.

[March, 2024] Congratulations! The project you worked on as an undergraduate intern during the winter has won an award from the CSE.โ€

[August, 2023] I graduated with a degree in Computer Science from โ€œHallym Universityโ€, earning Magna Cum Laude honors.

[May, 2023] I received the Outstanding Poster Paper Award award from โ€œThe Korean Society of Medical & Biological Engineeringโ€.

EDUCATION

Date Department Link Degree
Sep. 2023 ~ current Yonsei University, Computational Science and Engineering CSE M.S
Mar. 2018 ~Aug. 2023 Hallym University, Computer Science(Magna Cum Laude) Hallym B.S

RESEARCH EXPERIENCES

Period Lab Prof location
July 2023~Current MIDaS (Machine Intelligence & Data Science)lab Prof. Won-Yong Shin YONSEI University,Seoul,Korea
Mar 2023 ~Jun 2023 MIIL(Medical Image Innovation Laboratory) Prof. Wonjin Yi SEOUL National University, Seoul, Korea
Sep. 2020 โ€“Dec. 2022 AACL(Advanced Ai Communication Lab) Prof. Wonjong Noh , Prof. Sung Hoon Lim Hallym University, Chuncheon, Korea

ACTIVITIES

Detail
Subject topics period
Teaching Assistant(scheduled) CSE Intern Program in Midas Lab Summer, 2024
Teaching Assistant CSE Intern Program in Midas Lab Winter, 2023
Teaching Assistant Topics in Machine Learning Fall, 2022
Teaching Assistant Digital communication Fall, 2022
Teaching Assistant Basic Deep Neural Network Spring, 2022
Teaching Assistant Artificial intelligence Spring, 2022
Participants Industry-Academic Cooperation Project Fall, 2021
Mentor Software Convergence College Spring, 2021

SCHOLARSHIP

Detail
Type organization period
National Excellence in Science and Engineering Scholarship Republic of Korea Government 2022 Mar ~ Present
SW Overseas Training Scholarship SW Department in Hallym Univ 2022 Summer
School Excellence Scholarship Hallym Univ 2018 Mar~ 2021 Sep
SW Mentoring Scholarship SW Department in Hallym Univ 2021 Mar~ 2021 Summer

PROJECT

Detail
Subject topics period Advisor
Poster DDPM Grad_CAM 2023 Summer prof.Shin
Poster Presentation Medical Segmentation 2023 Spring prof.Lee
an industry-academic project Attention Unet 2021 Fall ~ 2022 Fall prof.Noh
Capston design An error correction code 2022_spring Prof. Sung Hoon Lim

PUBLICATIONS

Detail
  • UAV-Assisted Real-Time Monitoring and Detection of Maritime Infrastructure Defects Min Hyuk Kim, Kwonsoon Yong, Abdallah Khreishahโˆ— , Sung-Hoon Lim, Wonjong Noh , ICMIC, 2022
  • ๋”ฅ ๋Ÿฌ๋‹๊ธฐ๋ฐ˜ ์‹ค์‹œ๊ฐ„ ์˜์ƒ์ฒ˜๋ฆฌ๋ฅผ ํ†ตํ•œ ํฌ๋ž™ ํƒ์ง€ ๋ฐ ๊ฐœ์ธํ˜• ์ด๋™์ˆ˜๋‹จ ์ฃผํ–‰ ๋ณด์กฐ ์‹œ์Šคํ…œ ๊ฐœ๋ฐœ >๋ฌธํฌ์ฐฌ, ๊น€๋ฏผํ˜, ์šฉ๊ถŒ์ˆœ, ํ•œ๋Œ€ํ˜„,๊น€ํƒœ์šด ํ•œ๊ตญํ†ต์‹ ํ•™ํšŒ ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ์ง‘, 2021

OVERSEAS EXPERIENCE


University of York, United Kingdom 2022 Jul ~ 2022 Aug

CONTACT

๐Ÿ“งyykks3971@gmail.com & kwonsoon@yonsei.ac.kr