publications

2026

1. 

   MUNI: Multimodal Unified Latent Diffusion for Coherent Any-to-Any Generation

   Kyeongmin Yeo^*, Yunhong Min^*, and Minhyuk Sung

   In NeurIPS, 2026

   arXiv Bib Code Website

   @inproceedings{yeo2026muni,
     title = {MUNI: Multimodal Unified Latent Diffusion for Coherent Any-to-Any Generation},
     author = {Yeo, Kyeongmin and Min, Yunhong and Sung, Minhyuk},
     booktitle = {NeurIPS},
     year = {2026},
     url = {https://arxiv.org/abs/2606.16408},
   }

2. 

   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

   In 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},
     url = {https://arxiv.org/abs/2512.20063},
   }

3. 

   MatLat: Material Latent Space for PBR Texture Generation

   Kyeongmin Yeo, Yunhong Min, Jaihoon Kim, and Minhyuk Sung

   In CVPR, 2026

   Highlight arXiv Bib Code Website

   Selected as a Highlight at CVPR 2026.

   @inproceedings{yeo2026matlat,
     title = {MatLat: Material Latent Space for PBR Texture Generation},
     author = {Yeo, Kyeongmin and Min, Yunhong and Kim, Jaihoon and Sung, Minhyuk},
     booktitle = {CVPR},
     year = {2026},
     url = {https://arxiv.org/abs/2512.17302},
   }

2025

1. 

   Ψ-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models

   Taehoon Yoon^*, Yunhong Min^*, Kyeongmin Yeo^*, and Minhyuk Sung

   In NeurIPS, 2025

   Spotlight arXiv Bib Code Website

   Selected as a Spotlight at NeurIPS 2025.

   @inproceedings{yoon2025psi,
     title = {Ψ-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models},
     author = {Yoon, Taehoon and Min, Yunhong and Yeo, Kyeongmin and Sung, Minhyuk},
     booktitle = {NeurIPS},
     year = {2025},
     url = {https://arxiv.org/abs/2506.01320},
   }

2. 

   ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation

   Yunhong Min^*, Daehyeon Choi^*, Kyeongmin Yeo, Jihyun Lee, and Minhyuk Sung

   In NeurIPS, 2025

   arXiv Bib Code Website

   @inproceedings{min2025origen,
     title = {ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation},
     author = {Min, Yunhong and Choi, Daehyeon and Yeo, Kyeongmin and Lee, Jihyun and Sung, Minhyuk},
     booktitle = {NeurIPS},
     year = {2025},
     url = {https://arxiv.org/abs/2503.22194},
   }

3. 

   Neural Green’s Functions

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

   In NeurIPS, 2025

   arXiv Bib

   @inproceedings{yoo2025neural,
     title = {Neural Green's Functions},
     author = {Yoo, Seungwoo and Yeo, Kyeongmin and Hwang, Jisung and Sung, Minhyuk},
     booktitle = {NeurIPS},
     year = {2025},
     url = {https://arxiv.org/abs/2511.01924},
   }

4. 

   StochSync: Stochastic Diffusion Synchronization for Image Generation in Arbitrary Spaces

   Kyeongmin Yeo^*, Jaihoon Kim^*, and Minhyuk Sung

   In ICLR, 2025

   arXiv Bib Code Website

   @inproceedings{yeostochsync,
     title = {StochSync: Stochastic Diffusion Synchronization for Image Generation in Arbitrary Spaces},
     author = {Yeo, Kyeongmin and Kim, Jaihoon and Sung, Minhyuk},
     booktitle = {ICLR},
     year = {2025},
     url = {https://arxiv.org/abs/2501.15445},
   }

2024

1. 

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

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

   In NeurIPS, 2024

   arXiv Bib Website

   @inproceedings{yoo2024neuralposerepresentationlearning,
     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},
     url = {https://arxiv.org/abs/2406.09728},
   }

2. 

   SyncTweedies: A General Generative Framework Based on Synchronized Diffusions

   Jaihoon Kim^*, Juil Koo^*, Kyeongmin Yeo^*, and Minhyuk Sung

   In NeurIPS, 2024

   arXiv Bib Code Website

   @inproceedings{kim2024synctweediesgeneralgenerativeframework,
     title = {SyncTweedies: A General Generative Framework Based on Synchronized Diffusions},
     author = {Kim, Jaihoon and Koo, Juil and Yeo, Kyeongmin and Sung, Minhyuk},
     booktitle = {NeurIPS},
     year = {2024},
     url = {https://arxiv.org/abs/2403.14370},
   }