Woojung Han
Scholar

Woojung Han

Google Scholar ID: tLok7p8AAAAJ
Yonsei University
Computer VisionMachine LearningArtificial Intelligence
Citations & Impact
All-time
Citations
345
 
H-index
4
 
i10-index
3
 
Publications
9
 
Co-authors
9
list available
Resume (English only)
Academic Achievements
  • Paper 'Rare Text Semantics Were Always There in Your Diffusion Transformer' accepted to NeurIPS 2025
  • Paper 'PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning' early accepted to MICCAI 2025
  • Paper 'Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis' early accepted to MICCAI 2025
  • Paper 'Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis' accepted to CVPR 2025
  • Paper 'Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation' accepted to CVPR 2025
  • Paper 'EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation' highlighted at CVPR 2024 (Acceptance Rate < 2.8%)
  • EAGLE (CVPR 2024 Highlight) won Best Academic Paper Award at Yonsei University Fall 2024
  • CoBra (PR Journal) awarded the ARF funding Idea Incubating Initiative at Yonsei University in Fall 2024
  • Paper 'CXRL' selected as a Spotlight at MICCAI 2024 (Acceptance Rate < 3.4%)
  • One paper accepted to Pattern Recognition Journal (Impact Factor = 7.5)
  • One paper early accepted to MICCAI 2024 (Acceptance Rate < 11%)
  • One paper accepted to CVPR 2024 as a Highlight (Acceptance Rate < 2.8%)
Background
  • Research interests include learning algorithms that bridge visual understanding and multi-modal generative modeling, with a particular focus on label-efficient semantic segmentation (weakly supervised, unsupervised, and open-vocabulary), medical-image foundation models and multimodal generation, including text-to-image synthesis.
Miscellany
  • Currently looking for a research internship position. Please feel free to contact.