Publications.

* denotes equal contribution. See also my Google Scholar profile.

2026

ICML 2026

Triadic Dynamics Aware Diffusion Posterior Sampling for Inverse Problems: Optimizing Guidance and Stochasticity Schedules

Junseo Bang*, Dong Ju Mun*, Hoigi Seo, Seongmin Hong, Se Young Chun

International Conference on Machine Learning (ICML), 2026

arXiv Code Project BibTeX

@inproceedings{bang2026triadic,
  title  = {Triadic Dynamics Aware Diffusion Posterior Sampling for
            Inverse Problems: Optimizing Guidance and Stochasticity Schedules},
  author = {Bang, Junseo and Mun, Dong Ju and Seo, Hoigi and
            Hong, Seongmin and Chun, Se Young},
  booktitle = {International Conference on Machine Learning (ICML)},
  year   = {2026}
}

2025

IMAVIS 2025

Fidelity-Preserving Zero-Shot Diffusion Models for Highly Ill-Posed Inverse Problems in Lensless Imaging

Haechang Lee*, Dong Ju Mun*, Hyunwoo Lee*, Kyung Chul Lee, Seongmin Hong, Gwanghyun Kim, Seung Ah Lee, Se Young Chun

Image and Vision Computing (IMAVIS), 2025

Paper Code BibTeX

@article{lee2025fidelity,
  title  = {Fidelity-Preserving Zero-Shot Diffusion Models for Highly
            Ill-Posed Inverse Problems in Lensless Imaging},
  author = {Lee, Haechang and Mun, Dong Ju and Lee, Hyunwoo and
            Lee, Kyung Chul and Hong, Seongmin and Kim, Gwanghyun and
            Lee, Seung Ah and Chun, Se Young},
  journal = {Image and Vision Computing},
  year   = {2025}
}

ICEIC 2025

Zero-Shot Diffusion Models for Demosaicing in Bayer and Non-Bayer Image Sensors

Haechang Lee, Dong Ju Mun, Joohoon Lee, Hyunwoo Lee, Se Young Chun

International Conference on Electronics, Information, and Communication (ICEIC), Jan. 2025

Paper BibTeX

@inproceedings{lee2025zeroshot,
  title  = {Zero-Shot Diffusion Models for Demosaicing in
            Bayer and Non-Bayer Image Sensors},
  author = {Lee, Haechang and Mun, Dong Ju and Lee, Joohoon and
            Lee, Hyunwoo and Chun, Se Young},
  booktitle = {International Conference on Electronics, Information,
               and Communication (ICEIC)},
  year   = {2025}
}