Il Yong Chun

Sungkyunkwan University — South Korea

Medicine · Health Sciences

13h-index899citations73works0.92yr avg
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Research Topics

Medical Imaging Techniques and Applications(23), Sparse and Compressive Sensing Techniques(22), Advanced MRI Techniques and Applications(15), Advanced X-ray and CT Imaging(12), Photoacoustic and Ultrasonic Imaging(9)

Publications73 total

SToRM: Supervised Token Reduction for Multi-modal LLMs toward efficient end-to-end autonomous driving
arXiv (Cornell University)·2026Open Access
SToRM: Supervised Token Reduction for Multi-modal LLMs toward efficient end-to-end autonomous driving
ArXiv.org·2026Open Access
Equilibrium contrastive learning for imbalanced image classification
ArXiv.org·2026Open Access
Equilibrium contrastive learning for imbalanced image classification
arXiv (Cornell University)·2026Open Access
Developing a Competition-Based Framework for Undergraduate Autonomous Driving Education: A Three-Year Iterative Design Study
ACM Transactions on Computing Education·2026
Towards improving tumor segmentation for combined multi-organ datasets
2025
Wearable interactive full-body motion tracking and haptic feedback network systems with deep learning
Nature Communications·2025· 1 citedOpen Access
Autoregression-Free Video Prediction Using Diffusion Model for Mitigating Error Propagation
2025
Autoregression-free video prediction using diffusion model for mitigating error propagation
arXiv (Cornell University)·2025Open Access
LaB-CL: Localized and Balanced Contrastive Learning for Improving Parking Slot Detection
2025· 1 cited
MAMS: Model-Agnostic Module Selection Framework for Video Captioning
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
MAMS: Model-Agnostic Module Selection Framework for Video Captioning
ArXiv.org·2025Open Access
STAR: Sea Turtle Basic Activity Recognizer Network Via Efficient Transformer
IEEE Access·2025Open Access
Real-time deep learning-assisted mechano-acoustic system for respiratory diagnosis and multifunctional classification
npj Flexible Electronics·2024· 12 citedOpen Access
LaB-CL: Localized and Balanced Contrastive Learning for improving parking slot detection
arXiv (Cornell University)·2024Open Access
Improving Light Field Reconstruction from Limited Focal Stack Using Diffusion Models
2024· 1 cited
Improving Neural Radiance Fields Using Near-Surface Sampling with Point Cloud Generation
Neural Processing Letters·2024Open Access
Improved Test Input Prioritization Using Verification Monitors with False Prediction Cluster Centroids
Electronics·2023· 1 citedOpen Access
Improving Neural Radiance Field using Near-Surface Sampling with Point Cloud Generation
arXiv (Cornell University)·2023Open Access
End-to-End Driving via Self-Supervised Imitation Learning Using Camera and LiDAR Data
arXiv (Cornell University)·2023Open Access
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Frequent Co-authors

Jeffrey A. Fessler(25), Zhengyu Huang(9), Ben Adcock(9), Hongki Lim(8), Theodore B. Norris(6), Thomas M. Talavage(6), Yong Long(6), Zhaohui Zhong(5), Yuni K. Dewaraja(5), Zhipeng Li(5), Zhen Xu(4), Audrey Rose Gutierrez(4), Cameron J. Blocker(4), Gong Cheng(4), Zhe Liu(4), Xuehang Zheng(4), Miao-Bin Lien(3), Che‐Hung Liu(3), Yong Long(3), Dehui� Zhang(3)