Publications

* denotes co-first author.

2026

CryoHype: Reconstructing a thousand cryo-EM structures with transformer-based hypernetworks
Jeffrey Gu*, Minkyu Jeon*, Ambri Ma, Serena Yeung-Levy, Ellen D. Zhong CVPR 2026 Paper / Project page
CHIMERA: Adaptive CacHe Injection and SeMantic Anchor Prompting for ZERo-shot ImAge Morphing with Morphing-oriented Metrics
Dahyeon kye, Jaehun Sung, Minkyu Jeon, Jihyong Oh ECCV 2026 Paper / Project page
ConforNets: Latents-Based Conformational Control in OpenFold3
Minji Lee, Colin Kalicki, Minkyu Jeon, Aymen Qabel, Alisia Fadini, Mohammed AlQuraishi arXiv preprint, 2026 Paper

Separating Signal From Noise: A Self-Distillation Approach for Amortized Heterogeneous Cryo-EM Reconstruction
Minkyu Jeon*, Jeffrey Gu*, Ambri Ma, Serena Yeung-Levy, Vincent Sitzmann, Ellen D. Zhong NeurIPS Workshop (MLSB) 2025 (Oral) Paper / Project page
R3eVision: A Survey on Robust Rendering, Restoration, and Enhancement for 3D Low-Level Vision
Weeyoung Kwon, Jeahun Sung, Minkyu Jeon, Chanho Eom, Jihyong Oh arXiv preprint, 2025 Paper

CryoBench: Diverse and challenging datasets for the heterogeneity problem in cryo-EM
Minkyu Jeon, Rishwanth Raghu, Miro Astore, Geoffrey Woolard, Ryan Feathers, Alkin Kaz, Sonya M. Hanson, Pilar Cossio, Ellen D. Zhong NeurIPS 2024 (Spotlight) Paper / Project page

Randomly shuffled convolution for self-supervised representation learning
Youngjin Oh*, Minkyu Jeon*, Dohwan Ko, Hyunwoo J. Kim Information Sciences Journal, 2023 Paper / Code

SageMix: Saliency-Guided Mixup for Point Clouds
Sanghyeok Lee*, Minkyu Jeon*, Injae Kim, Yunyang Xiong, Hyunwoo J. Kim NeurIPS 2022 Paper / Code
k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignment
Minkyu Jeon, Hyeonjin Park, Hyunwoo J. Kim, Michael Morley, Hyunghoon Cho ECCV 2022 Paper / Code

Learning to Balance Local Losses via Meta-Learning
Seungdong Yoa, Minkyu Jeon, Youngjin Oh, Hyunwoo J. Kim IEEE ACCESS, 2021 Paper