Publications

2026

1. 

   RW-Flow: One-Step Generation on Compact Manifolds via Wasserstein Gradient Flows

   Ualibyek Nurgulan, Seungwoo Yoo*, Prin Phunyaphibarn*, and Minhyuk Sung

   arXiv preprint, 2026

   arXiv Bib

   @article{nurgulan2026rwflow,
     title = {{RW-Flow: One-Step Generation on Compact Manifolds via Wasserstein Gradient Flows}},
     author = {Nurgulan, Ualibyek and Yoo*, Seungwoo and Phunyaphibarn*, Prin and Sung, Minhyuk},
     journal = {arXiv preprint},
     year = {2026},
   }

2. 

   Token Warping Helps MLLMs Look from Nearby Viewpoints

   Phillip Y. Lee*, Chanho Park*, Mingue Park, Seungwoo Yoo, Juil Koo, and Minhyuk Sung

   CVPR, 2026

   arXiv Bib Code Website

   @inproceedings{lee2026tokenwarping,
     title = {{Token Warping Helps MLLMs Look from Nearby Viewpoints}},
     author = {Lee*, Phillip Y. and Park*, Chanho and Park, Mingue and Yoo, Seungwoo and Koo, Juil and Sung, Minhyuk},
     booktitle = {CVPR},
     year = {2026},
   }

3. 

   PairFlow: Closed-Form Source-Target Coupling for Few-Step Generation in Discrete Flow Models

   Mingue Park*, Jisung Hwang*, Seungwoo Yoo*, Kyeongmin Yeo, and Minhyuk Sung

   ICLR, 2026

   arXiv Bib Code Website

   @inproceedings{park2026pairflow,
     title = {{PairFlow: Closed-Form Source-Target Coupling for Few-Step Generation in Discrete Flow Models}},
     author = {Park*, Mingue and Hwang*, Jisung and Yoo*, Seungwoo and Yeo, Kyeongmin and Sung, Minhyuk},
     booktitle = {ICLR},
     year = {2026},
   }

4. 

   BézierFlow: Learning Bézier Stochastic Interpolant Schedulers for Few-Step Generation

   Yunhong Min*, Juil Koo*, Seungwoo Yoo, and Minhyuk Sung

   ICLR, 2026

   arXiv Bib Code Website

   @inproceedings{min2026bezierflow,
     title = {{BézierFlow: Learning Bézier Stochastic Interpolant Schedulers for Few-Step Generation}},
     author = {Min*, Yunhong and Koo*, Juil and Yoo, Seungwoo and Sung, Minhyuk},
     booktitle = {ICLR},
     year = {2026},
   }

5. 

   DiffusionRollout: Uncertainty-Aware Rollout Planning in Long-Horizon PDE Solving

   Seungwoo Yoo*, Juil Koo*, Daehyeon Choi*, and Minhyuk Sung

   TMLR, 2026

   arXiv Bib

   @article{yoo2026diffusionrollout,
     title = {{DiffusionRollout: Uncertainty-Aware Rollout Planning in Long-Horizon PDE Solving}},
     author = {Yoo*, Seungwoo and Koo*, Juil and Choi*, Daehyeon and Sung, Minhyuk},
     journal = {TMLR},
     year = {2026},
   }

6. 

   Proxy-Free Gaussian Splats Deformation with Splat-Based Surface Estimation

   Jaeyeong Kim, Seungwoo Yoo, and Minhyuk Sung

   3DV, 2026

   arXiv Bib Code

   @inproceedings{kim2026gsdeform,
     title = {{Proxy-Free Gaussian Splats Deformation with Splat-Based Surface Estimation}},
     author = {Kim, Jaeyeong and Yoo, Seungwoo and Sung, Minhyuk},
     booktitle = {3DV},
     year = {2026},
   }

2025

1. 

   Neural Green’s Functions

   Seungwoo Yoo, Kyeongmin Yeo, Jisung Hwang, and Minhyuk Sung

   NeurIPS, 2025

   arXiv Bib PDF Code

   @inproceedings{yoo2025ngf,
     title = {{Neural Green's Functions}},
     author = {Yoo, Seungwoo and Yeo, Kyeongmin and Hwang, Jisung and Sung, Minhyuk},
     booktitle = {NeurIPS},
     year = {2025},
   }

2024

1. 

   Mesh Deformation Using Learned Priors

   Seungwoo Yoo

   M.S. Thesis, 2024

   Bib PDF

   @article{yoo2024thesis,
     title = {{Mesh Deformation Using Learned Priors}},
     author = {Yoo, Seungwoo},
     journal = {M.S. Thesis},
     year = {2024},
   }

2. 

   Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses

   Seungwoo Yoo, Juil Koo, Kyeongmin Yeo, and Minhyuk Sung

   NeurIPS, 2024

   arXiv Bib PDF Code Website

   @inproceedings{yoo2024neuralpose,
     title = {{Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses}},
     author = {Yoo, Seungwoo and Koo, Juil and Yeo, Kyeongmin and Sung, Minhyuk},
     booktitle = {NeurIPS},
     year = {2024},
   }

3. 

   As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors

   Seungwoo Yoo*, Kunho Kim*, Vladimir G. Kim, and Minhyuk Sung

   CVPR, 2024

   arXiv Bib Code Website

   @inproceedings{yoo2024apap,
     title = {{As-Plausible-As-Possible: Plausibility-Aware Mesh Deformation Using 2D Diffusion Priors}},
     author = {Yoo*, Seungwoo and Kim*, Kunho and Kim, Vladimir G. and Sung, Minhyuk},
     booktitle = {CVPR},
     year = {2024},
   }

2023

1. 

   SALAD: Part-Level Latent Diffusion for 3D Shape Generation and Manipulation

   Juil Koo*, Seungwoo Yoo*, Minh Hieu Nguyen*, and Minhyuk Sung

   ICCV, 2023

   arXiv Bib Code Demo Website

   @inproceedings{koo2023salad,
     title = {{SALAD}: Part-Level Latent Diffusion for 3D Shape Generation and Manipulation},
     author = {Koo*, Juil and Yoo*, Seungwoo and Nguyen*, Minh Hieu and Sung, Minhyuk},
     booktitle = {ICCV},
     year = {2023},
     demo = {https://huggingface.co/spaces/KAIST-Geometric-AI-Lab/salad-demo},
   }