Hi, I'm Jisu Shin!

I am a Research Scientist

PhD candidate in AI Graduate School

I am a Ph.D. candidate at the AI Graduate School, GIST, advised by Prof. Hae-Gon Jeon. I am currently conducting my research at Yonsei University, South Korea.

My research lies in 3D Vision for human and scene understanding, particularly in modeling physical interactions and human cues for robotics and embodied AI. I am interested in building 3D representations of humans and environments that enable digital twins, human-robot interaction, and real-world robot deployment.

Gwangju Institute of Science and Technology (Currently at Yonsei University)

https://github.com/jsshin98

jsshin98@gm.gist.ac.kr

Google Scholar

Linkedin

Research Interests

3D Vision and Digital Twin Systems

Human & Scene Reconstruction, 3D Gaussian Splatting, Physical World Modeling

Embodied Perception and Physical AI

Physically Interactive Avatars, Human Motion Modeling, Vision-based Perception for Robotic Systems and Edge AI Deployment

Computational Photography

Camera ISP Modeling, Image Restoration, Image Harmonization

Generative AI for Visual Content Creation

Diffusion-based Image/Video Enhancement, Video Color Grading

Resume

Research Experience

Research Intern

Dec. 2024 - Sep. 2025

3D Vision Team, Huawei Noah's Ark Lab, United Kingdom

  • 3D Scene Reconstruction using Gaussian Splatting on Appearance Varying Environment

Research Intern

Jun. 2023 - March. 2024

KETI (Korea Electronics Technology Institute), Gyeonggi-do, South Korea

  • Drivable 3D Human Generation

Research Intern

Jun. 2019 - Aug. 2019

ETRI (Electronics and Telecommunications Research Institute), Daejeon, South Korea

  • Edge Computing & Computer Network

Education

PhD of AI Graduate School

2021 - Present

Gwangju Institute of Science and Technology, Gwangju, South Korea

Advisor: Prof. Hae-Gon Jeon

Bachelor of Electrical Engineering and Computer Science

2017 - 2021

Gwangju Institute of Science and Technology, Gwangju, South Korea

Advisor: Prof. Hae-Gon Jeon

Publications

  • All
  • Conference
  • Journal
  • patent

ComPose: When to Trust Hands for Object Pose Tracking

Jisu Shin, Junoh Lee, JunGyu Lee, Inhwan Bae, Dohyeon Lee, Hokyun Im, Youngwoon Lee, and Hae-Gon Jeon

Under Review

Paper Project Page

Relaxed Rigidity with Ray-based Grouping for Dynamic Gaussian Splatting

Junoh Lee, Junmyeong Lee, Yeon-Ji Song, Inhwan Bae, Jisu Shin, Hae-Gon Jeon, and Jin-Hwa Kim

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 Project Page

From Script to Shot: A Benchmark for Grounding Screenplays in Movies

Jungu Cho, Young-Jae Park, Seong Jong Ha, Siyeol Kim, Seungho Park, Jisu Shin, Junmyeong Lee, Chaemin Hwang, Hyunjun Jung, Sangeyl Lee, and Hae-Gon Jeon

European Conference on Computer Vision (ECCV), 2026

Paper Project Page

Off the Grid: Detection of Primitives for Feed-Forward 3D Gaussian Splatting

Arthur Moreau, Richard Shaw, Michal Nazarczuk, Jisu Shin, Thomas Tanay, Zhensong Zhang, Songcen Xu, Eduardo Pérez-Pellitero

Computer Vision and Pattern Recognition (CVPR), 2026

CVPR Paper Project Page

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

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

The Fourteenth International Conference on Learning Representations (ICLR), 2026

Paper Code

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

ICCV Paper Code

The path-tracing simulation of light-field camera system: SurfCam/GrainCams for lunar surface exploration

Minbae Kim, Minsup Jeong, Mingyeong Lee, Jihun Kim, Young-Jun Choi, Sungsoo S Kim, Hae-Gon Jeon, and Jisu Shin

Advances in Space Research, 2024

ASR Paper

CanonicalFusion: Generating Drivable 3D Human Avatars from Multiple Images

Jisu Shin, Junmyeong Lee, Seongmin Lee, Min-Gyu Park, Ju-Mi Kang, Ju Hong Yoon, and Hae-Gon Jeon

European Conference on Computer Vision (ECCV), 2024

ECCV Paper 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

CVPR Paper Code

Task-specific Scene Structure Representations

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

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

AAAI Paper Code

Scene Structure Guidance Network: Unfolding Graph Partitioning into Pixel-Wise Feature Learning

Jisu Shin, Seunghyun Shin, and Hae-Gon Jeon

Under Review

Paper

METHOD FOR CREATING BLACK-AND-WHITE PHOTO THAT IMITATES EXPERT RETOUCHING STYLES

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

US Patent App. 18/508.456, Nov 2023

METHOD FOR CREATING BLACK-AND-WHITE PHOTO THAT IMITATES EXPERT RETOUCHING STYLES

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

Korea Patent App. 10-2023-0030667, Mar 2023

METHOD FOR GENERATING TASK-SPECIFIC SCENE STRUCTURE

Hae-Gon Jeon, Jisu Shin*, Seunghyun Shin*

Korea Patent App. 10-2023-0008665, Mar 2023

METHOD FOR GENERATING TASK-SPECIFIC SCENE STRUCTURE

Hae-Gon Jeon, Jisu Shin*, Seunghyun Shin*

US Patent App. 18/410,525, Jan 2024

IMAGE HARMONIZATION METHOD THROUGH INPAINTING BOUNDARIES OF FOREGROUND IMAGE

Hae-Gon Jeon, Jisu Shin*, Seunghyun Shin*

Korea Patent App. 10-2562677, May 2022

Honors & Awards

Honors & Awards

  • Travel Scholarship Funding - ICLR-26 Student Scholarship, Rio de Janeiro, Brazil, Apr 2026
  • Scholarship Funding - RA Student Research Achievement Scholarship, AI Graduate School, GIST, Dec 2025
  • Selected as the Participants for International Computer Vision Summer School (ICVSS), July 2025
  • Selected as Internship Program on 3D Vision Team at Huawei Noah's Ark Lab, United Kingdom, Dec 2024 ~ Sep 2025
  • Finalist, 2024 Qualcomm Innovation Fellowship Korea, Qualcomm Technologies, Inc., Dec 2024
  • 7th Hong Bok-Soon Scholarship, Development Foundation, GIST, Nov 2024.
  • Selected as Internship Program on Korea Electronics Technology Institute (KETI), Jun 2023 ~ Mar 2024
  • Travel Scholarship Funding - AAAI-23 Student Scholarship, Washington, DC, USA, Feb 2023
  • Excellent Paper Award, The 29th International Workshop on Frontiers of Computer Vision (IW-FCV 2023), Feb 2023
  • Selected as Internship Program on Electronics and Telecommunications Research Institute (ETRI), Jul 2019 ~ Aug 2019
  • Selected as Summer School Exchange Program Scholarship on UC Berkeley, Jun 2018 ~ Aug 2018

Academic Services

Conference Reviewer

  • Neural Information Processing Systems (NeurIPS) - 2026
  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - 2024, 2025, 2026
  • IEEE/CVF European Conference on Computer Vision (ECCV) - 2026
  • International Conferernce on Learning Representations (ICLR) - 2026
  • The Association for the Advancement of Artificial Intelligence (AAAI) - 2025, 2026, 2027
  • British Machine Vision Conference (BMVC) - 2026

Journal Reviewer

  • Frontiers in Virtual Reality
  • Frontiers in AI - Machine Learning and Artificial Intelligence
  • Neural Networks, Elsevier

Press & Talks

Press Release

Sep 25, 2024

The article reports GIST's development of an animatable 3D human avatar from multiple images using forward skinning-based differentiable rendering.

Press Release

Jun 18, 2024

The article reports GIST's development of a aesthetic black and white photography retouching algorithm that mimics the style of photographer easily.

Admission Video

Mar 31, 2023

Interview with current student Jisu Shin, highlighting her publication experience in AI graduate school.

Contact

Yonsei University, Yonsei Engineering Research Park, Room 425a
Sinchon-dong, Seoul, Republic of Korea

jsshin98@gm.gist.ac.kr

Linkedin