Hyunsoo Kim

M.S. Student
Korea University
gustn9609@gmail.com

About Me

I’m Hyunsoo Kim, a M.S. student in UTL lab at Korea University, co-advised by Prof. Donghyun Kim and Dr. Suhyun Kim at the Korea Institute of Science and Technology (KIST).

Research Interests

Generative Models: Diffusion, Flow Matching
AI safety: Concept Erasing, Unlearning
Data Synthesis: Model Inversion, Data-free Image Synthesis

News

[May. 2025] Our paper about data free image synthesis is accepted to ICML 2025!
[Feb. 2025] Our paper about image analogy generation is accepted to CVPR 2025!

Publications

ICML

When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class

Yujin Kim*, Hyunsoo Kim*, Hyunsoo J. Kim, Suhyun Kim (*: Equal contribution)

International Conference on Machine Learning (ICML), 2025.

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CVPR

Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation

Hyunsoo Kim, Donghyun Kim^, Suhyun Kim^ (^: Equal advising)

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

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