publications

2026

1. CVPR 2026

   

   PR-MaGIC: Prompt Refinement Via Mask Decoder Gradient Flow For In-Context Segmentation

   Minjae Lee^*, Sungwoo Hur^*, Soojin Hwang, and Won Hwa Kim

   In , 2026

   * equal contribution

   Oral Project Page Bib

   Oral Presentation

   @inproceedings{lee2024prmagic,
     title = {PR-MaGIC: Prompt Refinement Via Mask Decoder Gradient Flow For In-Context Segmentation},
     author = {Lee, Minjae and Hur, Sungwoo and Hwang, Soojin and Kim, Won Hwa},
     year = {2026},
     archiveprefix = {arXiv},
     primaryclass = {cs.CV},
     url = {https://arxiv.org/abs/2604.12113},
     note = {* equal contribution},
   }

2024

1. MICCAI 2024

   

   Multi-Modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification

   Jaeyoon Sim, Minjae Lee, Guorong Wu, and Won Hwa Kim

   In Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024

   Project Page Bib

   @inproceedings{sim2024multimodal,
     title = {Multi-Modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification},
     author = {Sim, Jaeyoon and Lee, Minjae and Wu, Guorong and Kim, Won Hwa},
     booktitle = {Medical Image Computing and Computer Assisted Intervention (MICCAI)},
     year = {2024},
   }