Dong-Hee Shin
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
Venues
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Research topics
Keywords
contrastive learning
(1)
molecular optimization
(1)
offline reinforcement learning
(1)
data augmentation
(1)
preference optimization
(1)
disease detection
(1)
multi-objective optimization
(1)
generative model
(1)
convolutional neural network
(1)
schrödinger bridge
(1)
image-text alignment
(1)
mask optimization
(1)
pareto optimization
(1)
radiology report generation
(1)
molecular discovery
(1)
objective decomposition
(1)
offline dataset
(1)
computational lithography
(1)
treatment trajectory
(1)
clinical validity
(1)
Papers
Optical Diffraction-based Convolution for Semiconductor Lithography
CVPR 2026
Treatment Stitching with Schrödinger Bridge for Enhancing Offline Reinforcement Learning in Adaptive Treatment Strategies
AAAI 2026
DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation
CVPR 2025
Offline Model-based Optimization for Real-World Molecular Discovery
ICML 2025
Sparse3Diff: A Diffusion Framework for 3D Reconstruction from Sparse 2D Slices in Volumetric Optical Imaging
MICCAI 2025
Dynamic Many-Objective Molecular Optimization: Unfolding Complexity with Objective Decomposition and Progressive Optimization
IJCAI 2024