Il Yong Chun
Scholar

Il Yong Chun

Google Scholar ID: hjXMGEIAAAAJ
Associate Professor of EEE, AI, ECE, ADE, SCE, DCE, & CNIR, Sungkyunkwan University
Artificial intelligenceComputer visionComputational imaging
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
994
 
H-index
16
 
i10-index
21
 
Publications
20
 
Co-authors
0
 
Contact
Emailiychun@skku.eduLinkedInOpen ↗
Publications
7 items
SToRM: Supervised Token Reduction for Multi-modal LLMs toward efficient end-to-end autonomous driving
2026
Cited
0
Equilibrium contrastive learning for imbalanced image classification
2026
Cited
0
MoTDiff: High-resolution Motion Trajectory estimation from a single blurred image using Diffusion models
2025
Cited
0
Autoregression-free video prediction using diffusion model for mitigating error propagation
2025
Cited
0
MAMS: Model-Agnostic Module Selection Framework for Video Captioning
2025
Cited
0
DX2CT: Diffusion Model for 3D CT Reconstruction from Bi or Mono-planar 2D X-ray(s)
arXiv.org · 2024
Cited
0
End-to-End Driving via Self-Supervised Imitation Learning Using Camera and LiDAR Data
2023
Cited
0
Resume (English only)
Academic Achievements
  • Proposed a new conditional diffusion model that reconstructs high-quality 3D volumes from a few 2D images using a novel vision transformer architecture.
Research Experience
  • Leads the MIDAS lab, with research experience in computational cameras, medical imaging, and vision-based autonomous systems.
Background
  • Research interests include data science, AI & machine learning, optimization, and sampling, with a focus on computational vision and imaging.
Co-authors
0 total
Co-authors: 0 (list not available)