2025.03. — Present
Yonsei University
M.S./Ph.D. Student in the School of Integrated Technology
Hello, I am
Jungwoo Kim
M.S./Ph.D. Student · Yonsei University
I am a M.S./Ph.D. student in the MCML Group at Yonsei University, advised by Prof. Jong-Seok Lee.
I have a broad interest in various research areas that utilize machine learning and computer vision. Especially, I am currently focused on Generative AI, Responsible AI, and Multimodal Compression. Previously, I earned a B.S. from the School of Integrated Technology at Yonsei University, with one year early graduation.
News
Attending ICIP 2026 held in Tampere, Finland. I am also going to present Coarse-to-Fine.
Attending ECCV 2026 held in Malmo, Sweden. I am also going to present PICM-Net at LoViF workshop.
PICM-Net accepted at ECCV 2026 Workshop on Low-Level Vision Frontiers!
Attending ICML 2026 held in Seoul, Korea. I am also going to present CoMoE at MLA workshop.
One paper accepted at ICML 2026 Workshop on Machine Learning for Audio!
A new preprint Mosaic is now released!
One paper accepted at ICIP 2026!
Attending IPIU 2026 held in Jeju, Korea.
Newly joined MAAP Lab at MODULAB. I'm now expanding my research to Music AI!
A new preprint PICM-Net is now released!
Attending MMSP 2025 held in Beijing, China. I'm going to present my work CSAT!
One paper accepted at MMSP 2025!
Attending KCCV 2025 held in Busan, Korea.
Joined MCML Group at Yonsei University as an Integrated M.S./Ph.D student.
Attending KICS Winter Conference 2025 held in Pyeongchang, Korea.
Attending IEIE Winter Workshop on Image Understanding held in Hongcheon, Korea.
Newly launched my homepage!
Education
2022.03. — 2025.02.
Yonsei University
B.S. in the School of Integrated Technology
Publications
Projects
Selected collaborative and applied research.
Mar 2026 — Present
Context-Aware Semantic Communication
Designing multimodal semantic source encoders with cross-attention fusion for context-aware wireless semantic communication.
Partners: SK Telecom, Yonsei INL
Aug 2024 — Dec 2024
Monocular Dog Body Length Estimation
Combined pose and depth estimation for 2D-to-3D body measurement using camera intrinsic parameters.
Partners: PetNow, Seoul AI Hub, Yonsei DSL
Apr 2024 — Jun 2024
Audio Sentiment Classification
Developed a sub-500 MB voice emotion classifier with high-frequency feature augmentation.
Partners: WesomE, Yonsei DSL
Talks and Demos
Learned Image Compression and Computer Vision
Invited Talk · 2025 Summer Alumni Seminar in Yonsei DSL · Aug. 21, 2025
Life as a Researcher in Engineering
Invited Talk · Yeungnam High School, Daegu, Republic of Korea · Mar. 16, 2024
Honors and Awards
Best Project Award, 2024-2 DSL Modeling Project
2024-2 DSL Modeling Project Presentation (2024.09.24.) held by Yonsei Data Science Lab.
Topic: An Unified Framework for Group Choreography Dataset Collection
Certification, 4th LG Aimers/Data Intelligence
LG Aimers (Advancing AI for Young Talents): Online AI Education and Hackaton (2024.01.02. ~ 2024.02.26.) held by LG AI Research.
Excellence Award, 2023 Yonsei Medical Convergence Challenge
Yonsei Medical Convergence Challenge (2023.01.) held by The Medical Scientist Training Program.
Academic Services
Reviewer
IEEE TMM 2026, ICIP 2026, ICASSP 2026, MMSP 2026.
Teaching Experiences
Machine Learning and Pattern Recognition (AAI5001)
Spring 2026
Machine Learning (IIT6013)
Spring 2026
Understanding the World with Data (YCS1012)
Fall 2026, Spring 2026, Fall 2025
Advanced Mathematics 2 (IIT2102)
Spring 2025
Computational Thinking and SW Programming (YCS1001)
Fall 2026, Summer 2026, Spring 2026, Fall 2025, Winter 2024, Fall 2024, Summer 2024, Spring 2024, Spring 2023
Mechatronics Project (IIT4312)*
Spring 2024
* via tutoring program hosted by Yonsei University.
Miscellanea
MAAP Lab, Modulab
Senior Researcher (Jan. 2026 - Present)
MAAP (Music AI Assemble People) Lab is a non-commercial research group at MODULAB, led by Junyoung Koh.
MAAP Lab focuses on advancing the foundations of Music AI through practical research, then sharing results openly with the community.
Yonsei Data ScienceLab
11th Regular Member (Dec. 2023 - Dec. 2024)
Head of Academic Team (Jun. 2024 - Dec. 2024)
Yonsei Data Science Lab (DSL) is a student community under the Department of Applied Statistics at Yonsei University, advised by Prof. Taeyoung Park.
Yonsei DSL focus on studying and applying various theories related to Data Science and Machine Learning, based on a statistical theory.
ElutherAI
Project Member (Sep. 2023 - Nov. 2023)
Eluther AI is a non-profit AI research lab founded in 2020. ElutherAI focuses on the interpretability and alignment of Large Language Models.
Yonsei Computer Club
Regular Member (Sep. 2022 - Aug. 2025)
Member of Friendship Team (Jul. 2024 - Dec. 2024)
Yonsei Computer Club (YCC), founded in 1970, is the only central computer club at Yonsei University. YCC brings together students with a shared interest in computers and supports a variety of academic activities.
Yonsei Engineering Student Council
Executive Member (Apr. 2022 - Nov. 2023)
Freshman Vice Representative (Mar. 2022 - Feb. 2023)