Junyoung Hong Ph.D. Student Computational Intelligence & Photography Lab Yonsei University, Seoul, Korea [first name][last name] [at] yonsei.ac.kr CV | Google Scholar | GitHub | LinkedIn

Bio

I’m a Ph.D. student at Yonsei University under the supervision of Prof. Seon Joo Kim.

I obtained my Bachelor’s degree in artificial intelligence at Yong In University. I was an undergraduate research assistant at the Machine Intelligence Lab, supervised by Prof. Kyungjae Lee.

My current research focuses on 3D computer vision, with specific interests in creating 4D from casual monocular videos. I’m always open to academic collaborations and networking; please feel free to reach out if you’re interested.

Publications

^{(* indicates equal contribution)}

2026

• AvatarMoE: Decomposing Non-Rigid Deformation with Part-aware Experts for 3DGS Avatars [paper] [code]
  Hyeri Yang, Junyoung Hong, Shinwoong Kim, Kyungjae Lee
  Computers & Graphics, 2026

• Unsupervised Monocular 3D Keypoint Discovery from Multi-View Diffusion Priors [project] [paper]
  Subin Jeon, In Cho, Junyoung Hong, Woong Oh Cho, Seon Joo Kim
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026

2025

• D2FP: Learning Implicit Prior for Human Parsing [paper] [code]
  Junyoung Hong, Hyeri Yang, Ye Ju Kim, Haerim Kim, Shinwoong Kim, Euna Shim, Kyungjae Lee
  IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
  🌟 First-author paper as an undergraduate student

2024

• Generalized On-Device AI Framework for Semantic Segmentation [paper]
  Junyoung Hong, Kyungjae Lee
  The Journal of The Korea Institute of Electronic Communication Sciences (KIECS), 2024

• Patch Regularization in Visual State Space Model [paper]
  Junyoung Hong, Hyeri Yang, Ye Ju Kim, Shinwoong Kim, Kyungjae Lee
  International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), 2024

2022

• A screen of slide detection method using deep learning-based segmentation and Hough transform [paper]
  Junyoung Hong*, Sunguk Jung*, Yongwoo Lee, Hyeonbeom Heo, Hyeri Yang, Hayeon Kim, Kyungjae Lee
  International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), 2022

Projects

• Development of Real·Virtual Environmental Analysis Based Adaptive Interaction Technology
  Electronics and Telecommunications Research Institute (ETRI) grant funded by ICT RD program of MSIT/IITP, Sep 2021 - Dec 2024

Honors

• 3rd place and the Best Outside Submission at WACV 2025 Workshop Challenge
  Unconstrained Large-scale Three-dimensional Reconstruction and Rendering across Altitudes (ULTRRA)

• Dean’s Outstanding Research Scholarship, Yong In University, 2024

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