Seunghyun Shin

I'm a AI Researcher

About

Learn More About Me

AI Research Scientist

I am a Ph.D. Candidate at AI Graduate School, GIST, advised by Prof. Hae-Gon Jeon. I received B.S. degrees in EECS from GIST in 2020. My research interests include Aesthetic Image/Video Enhancement, Generative Model, Multi-Modal Modeling. Contact me if you have any question for me or my projects.

  • Institution: Gwangju Institute of Science and Technology
  • Degree: PH.D Candidate
  • Email: seunghyuns98@gm.gist.ac.kr
  • Office: 412, EECS Building C(C3)

Research Interest

I'm interested in

Creative AI

Aesthetic Image/Video Enhancement, Video Color Grading, Image Decolorization

Generative Model

3D Look-Up-Table Generation, Kinety Typography Generation, Video Motion Generation

Computational Photography

Image Super Resolution, Denoising, Low-Light Image Enhancement, Depth Upsampling

Resume

Check My Resume

Education

PH.D of AI Graduate School

Mar. 2021 - Present

Gwangju Institute of Science and Technology

Advisor: Prof. Hae-Gon Jeon

Excahnge student

Jun. 2018 - Aug. 2018

University of California, Berkeley

Bachelor of Electrical Engineering and Computer Science

Mar. 2017 - Feb. 2021

Gwangju Institute of Science and Technology

Advisor: Prof. Hae-Gon Jeon

Research Experience

Research Intern

Sep. 2025 - Mar. 2026

Huawei Noah's Ark Lab, London, United Kingdom

Advisor: Prof. Jiankang Deng & Dr. Jifei Song

  • Modality-Agnostic Camera Control for Video Generation

Research Intern

Jun. 2023 - Aug. 2023

Video Processing Lab, University of California, San Diego , United States

Advisor: Prof. Truong Nguyen

  • Aesthetic Video Generation using Language Model and Metric-Learning

Research Intern

Mar. 2020 - Feb. 2021

Visual AI Lab, GIST, South Korea

Advisor: Prof. Hae-Gon Jeon

  • Aesthetic Image De-colorization using Style Transfer and Contrast Preserving

Publications

My Publications

TriMotion: Modality-Agnostic Camera Control for Video Generation

Seunghyun Shin, Jifei Song, Wooseok Jeon, Hae-Gon Jeon and Jiankang Deng

European Conference on Computer Vision (ECCV), 2026

Paper Project Page Code

Bridging Online and Offline Handwriting via Differentiable Physical Rendering

Seonmi Park, Seunghyun Shin, Vihaan Misra, Dongmin Shin, Ukcheol Shin, Jean Oh and Hae-Gon Jeon

European Conference on Computer Vision (ECCV), 2026

Paper

Universal Image Immunization against Diffusion-based Image Editing via Semantic Injection

Chanhui Lee, Donggyu Choi, Seunghyun Shin, Hae-Gon Jeon and Jeany Son

European Conference on Computer Vision (ECCV), 2026

Paper Project Page

PIAvatar: Physically Interactive Avatars via Deformation Gradient Decoupling

Sang-Hun Han, Min-Gyu Park, Jisu Shin, Seunghyun Shin, Jin-Hwi Park and Hae-Gon Jeon

European Conference on Computer Vision (ECCV), 2026

Paper

Rebalancing Reference Frame Dominance to Improve Motion in Image-to-Video Models

Wooseok Jeon*, Seungho Park*, Seunghyun Shin, Sangeyl Lee, Hyeonho Jeong and Hae-Gon Jeon (* equally contributed)

Arxiv preprint, 2026

Paper Project Page Code

Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening

Wooseok Jeon, Seunghyun Shin, Dongmin Shin and Hae-Gon Jeon

International Conference on Learning Representations (ICLR), 2026

Paper Project Page Code

CHROMA: Consistent Harmonization of Multi-View Appearance via Bilateral Grid Prediction

Jisu Shin, Richard Shaw, Seunghyun Shin, Zhensong Zhang, Hae-Gon Jeon and Eduardo Pérez-Pellitero

International Conference on Learning Representations (ICLR), 2026

Paper

Video Color Grading via Look-Up Table Generation

Seunghyun Shin, Dongmin Shin, Jisu Shin, Hae-Gon Jeon and Joon-Young Lee

International Conference on Computer Vision (ICCV), 2025

Paper Code

Kinetic Typography Diffusion Model

Seonmi Park, Inhwan Bae, Seunghyun Shin, and Hae-Gon Jeon

European Conference on Computer Vision (ECCV), 2024

Paper Project Page Code

Close Imitation of Expert Retouching for Black-and-White Photography

Seunghyun Shin, Jisu Shin, Jihwan Bae, Inwook Shim and Hae-Gon Jeon

Computer Vision and Pattern Recognition (CVPR), 2024

Paper Code

Task-specific Scene Structure Representations

Seunghyun Shin*, Jisu Shin* and Hae-Gon Jeon (* equally contributed)

The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023

Paper Code

Contact

Get in Touch

Location

Room 425, Yonsei Engineering Research Park,
50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Republic of Korea