Deok-Joong Lee
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
molecular optimization
(1)
offline reinforcement learning
(1)
data augmentation
(1)
preference optimization
(1)
multi-objective optimization
(1)
generative model
(1)
convolutional neural network
(1)
schrödinger bridge
(1)
mask optimization
(1)
pareto optimization
(1)
molecular discovery
(1)
objective decomposition
(1)
offline dataset
(1)
computational lithography
(1)
treatment trajectory
(1)
clinical validity
(1)
optical diffraction
(1)
fine-tune
(1)
multi-objective
(1)
stitched molecules
(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
Offline Model-based Optimization for Real-World Molecular Discovery
ICML 2025
Dynamic Many-Objective Molecular Optimization: Unfolding Complexity with Objective Decomposition and Progressive Optimization
IJCAI 2024