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Woongyeong Yeo

Undergraduate Student
School of Computing
KAIST


About Me

I am Woongyeong “Charles” Yeo, an undergraduate student at School of Computing, KAIST. I am currently working as an undergraduate research intern at MLAI Lab, advised by Prof. Sung Ju Hwang.

My research interests lie in the development of multimodal large language models (MLLMs) with a strong focus on their practical applications in real-world scenarios. Specifically, I am currently working on video understanding, aiming to enhance MLLMs’ ability to process and extract meaningful insights from video content. In short, my research areas include, but are not limited to:

For more details, refer to my Curriculum Vitae.

News

[Apr. 2025] Our new preprint, UniversalRAG, is out on arXiv. 🔥
[Feb. 2025] VideoICL is accepted to CVPR 2025! 🎉

Publications

  1. preprint
    Woongyeong Yeo*, Kangsan Kim*, Soyeong Jeong, Jinheon Baek, Sung Ju Hwang
    arXiv preprint, 2025.
  2. CVPR
    Kangsan Kim*, Geon Park*, Youngwan Lee, Woongyeong Yeo, Sung Ju Hwang
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
  3. CKMS
    Sehoon Eo, Seungjoo Hwang, Woongyeong Yeo
    Communications of the Korean Mathematical Society (CKMS), Volume 35, Issue 1, 2020.