About Publications Experience Education

Wooseok Jang

Wooseok Jang

Ph.D. Student @ CVLAB, KAIST

I am a Ph.D. student at KAIST, advised by Prof. Seungryong Kim. I received my B.S. and M.S. from Korea University. My research focuses on controllable generative AI. My past work has centered on diffusion guidance for image generation and geometry-aware 3D generation. More recently, I have been focusing on video generation, particularly geometry-aware and long-form generation, to better capture the real world.

Publications
2026
Repurposing Geometric
Repurposing Geometric Foundation Models for Multi-view Diffusion
Wooseok Jang, Seonghu Jeon, Jisang Han, Jinhyeok Choi, Minkyung Kwon, Seungryong Kim, Saining Xie, and Sainan Liu
arXiv 2026 paper project
RobustVGGT
Emergent Outlier View Rejection in Visual Geometry Grounded Transformers
Jisang Han*, Sunghwan Hong*, Jaewoo Jung, Wooseok Jang, Honggyu An, Qianqian Wang, Seungryong Kim, and Chen Feng
CVPR 2026 paper project
APPLE
APPLE: Attribute-Preserving Pseudo-Labeling for Diffusion-Based Face Swapping
Jiwon Kang, Yeji Choi, JoungBin Lee, Wooseok Jang, Jinhyeok Choi, Taekeun Kang, Yongjae Park, Myungin Kim, and Seungryong Kim
CVPR 2026 paper project
NoiseRefine
A Noise is Worth Diffusion Guidance
Donghoon Ahn*, Jiwon Kang*, Sanghyun Lee, Jaewon Min, Minjae Kim, Wooseok Jang, Hyoungwon Cho, Sayak Paul, SeonHwa Kim, Eunju Cha, Kyong Hwan Jin, and Seungryong Kim
ICLR 2026 paper project
2025
Deep Forcing
Deep Forcing: Training-Free Long Video Generation with Deep Sink and Participative Compression
Jung Yi, Wooseok Jang, Paul Hyunbin Cho, Jisu Nam, Heeji Yoon, and Seungryong Kim
arXiv 2025 paper project
V-Warper
V-Warper: Appearance-Consistent Video Diffusion Personalization via Value Warping
Hyunkoo Lee, Wooseok Jang, Jini Yang, Taehwan Kim, Sangoh Kim, Sangwon Jung, and Seungryong Kim
arXiv 2025 paper project
ControlFace
ControlFace: Harnessing Facial Parametric Control for Face Rigging
Wooseok Jang, Youngjun Hong, Geonho Cha, and Seungryong Kim
CVPR 2025 paper project
HeadHunter
Fine-Grained Perturbation Guidance via Attention Head Selection
Donghoon Ahn*, Jiwon Kang*, Sanghyun Lee, Minjae Kim, Jaewon Min, Wooseok Jang, Sangwu Lee, Sayak Paul, Susung Hong, and Seungryong Kim
NeurIPS 2025 paper project
MoA
Domain Generalization Using Large Pretrained Models With Mixture-of-Adapters
Gyuseong Lee*, Wooseok Jang*, Jin Hyeon Kim, Jaewoo Jung, and Seungryong Kim
WACV 2025 paper
2024
PAG
Self-Rectifying Diffusion Sampling with Perturbed-Attention Guidance
Donghoon Ahn*, Hyoungwon Cho*, Jaewon Min, Wooseok Jang, Jungwoo Kim, SeonHwa Kim, Hyun Hee Park, Kyong Hwan Jin, and Seungryong Kim
ECCV 2024 paper project
ReDream
Retrieval-Augmented Score Distillation for Text-to-3D Generation
Junyoung Seo*, Susung Hong*, Wooseok Jang*, Hyeonsu Kim, Minseop Kwak, Doyup Lee, and Seungryong Kim
ICML 2024 paper project
3DFuse
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation
Junyoung Seo*, Wooseok Jang*, Min-Seop Kwak*, Jaehoon Ko, Hyeonsu Kim, Junho Kim, Jin-Hwa Kim, Jiyoung Lee, and Seungryong Kim
ICLR 2024 paper project
2023
Image Editing
User-friendly Image Editing with Minimal Text Input: Leveraging Captioning and Injection Techniques
Sunwoo Kim, Wooseok Jang, Hyunsu Kim, Junho Kim, Yunjey Choi, Seungryong Kim, and Gayeong Lee
arXiv 2023 paper
SAG
Improving Sample Quality of Diffusion Models Using Self-Attention Guidance
Susung Hong, Gyuseong Lee, Wooseok Jang, and Seungryong Kim
ICCV 2023 paper project
Depth-Aware
Depth-Aware Guidance with Self-Estimated Depth Representations of Diffusion Models
Gyeongnyeon Kim*, Wooseok Jang*, Gyuseong Lee*, Susung Hong, Junyoung Seo, and Seungryong Kim
Pattern Recognition paper
Experience
Mar 2026 —
Sep 2026

Microsoft Research Asia

Research Intern
May — Aug
2025

New York University

Visiting Scholar
Dec 2023 —
May 2024

Naver Cloud

Research Intern
Education
Mar 2025 —

KAIST

Ph.D. in Artificial Intelligence
Advisor: Prof. Seungryong Kim
Sep 2022 —
Feb 2025

Korea University

M.S. in Computer Science and Engineering
Mar 2017 —
Aug 2022

Korea University

B.S. in Computer Science