Jaeho Lee

Jaeho Lee

I am an integrated M.S./Ph.D. student at CVLAB@KAIST AI, advised by Prof. Seungryong Kim.

I am interested in how models, especially multimodal large language models (MLLMs), understand the real visual world. Recently, I have been working on agentic pipelines that tackle a variety of downstream tasks.

Feel free to reach out via email (jeffy1234@kaist.ac.kr).

LinkedIn CV Scholar Github

News

Publications

See my Google Scholar profile for the full list. * Equal contribution

PlayGround overall pipeline

PlayGround: Progressive Layout Generation with Render-Grounded Planning

Jaeho Lee, Junhwan Heo, Junghyun Park, Wonjun Moon, Eunju Yang, Seungho Jang, Seongchan Kim, Seungryong Kim
arXiv 2026
Project Page Code
AgentRVOS overall pipeline (Fig. 3 of the paper)

AgentRVOS: Reasoning over Object Tracks for Zero-Shot Referring Video Object Segmentation

Woojeong Jin*, Jaeho Lee*, Heeseong Shin, Seungho Jang, Junhwan Heo, Seungryong Kim
arXiv 2026
Project Page PDF arXiv Code
MATRIX teaser (Fig. 1 of the paper)

MATRIX: Mask Track Alignment for Interaction-aware Video Generation

Siyoon Jin, Seongchan Kim, Dahyun Chung, Jaeho Lee, Hyunwook Choi, Jisu Nam, Jiyoung Kim, Seungryong Kim
ICLR 2026
Project Page PDF arXiv Code

Education

Ph.D. in Artificial Intelligence | KAIST
Sep. 2025 - Current
B.S. in Mechanical Engineering | Yonsei University
Mar. 2019 - Aug. 2025
  • Leave of absence for military service: July. 2020 - April. 2022