Young-Han Son

19 papers A* 4Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Source-driven enhanced semantic style transfer for addressing BCI illiteracy in subject-independent EEG-based motor imagery classification.
Appl. Soft Comput.
Ji-Wung Han, Dong-Hee Shin, Chang-Hoon Ji, Deok-Joong Lee, Junmo Kim, WooHyeok Choi, Ji-Hye Oh, Sanghyeon Cho, Young-Han Son, Tae-Eui Kam
2026 A* conf
Treatment Stitching with Schrödinger Bridge for Enhancing Offline Reinforcement Learning in Adaptive Treatment Strategies.
AAAI
Dong-Hee Shin, Deok-Joong Lee, Young-Han Son, Tae-Eui Kam
2025 A* conf
DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation.
CVPR
Sang-Jun Park, Keun-Soo Heo, Dong-Hee Shin, Young-Han Son, Ji-Hye Oh, Tae-Eui Kam
2025 J jnl
DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation.
CoRR
Sang-Jun Park, Keun-Soo Heo, Dong-Hee Shin, Young-Han Son, Ji-Hye Oh, Tae-Eui Kam
2025 — conf
Designing Selective Drugs: Multi-Objective Optimization to Mitigate Off-Target Effects.
ICEIC
Dong-Hee Shin, Young-Han Son, Deok-Joong Lee, Tae-Eui Kam
2025 — conf
Hybrid Local-Global GNN for Protein Binding Interface Prediction via Ensemble Learning.
ICEIC
Deok-Joong Lee, Dong-Hee Shin, Young-Han Son, Tae-Eui Kam
2025 — conf
Molecular Optimization with Mamba-Based GFlowNet.
ICEIC
Young-Han Son, Dong-Hee Shin, Deok-Joong Lee, Tae-Eui Kam
2025 A* conf
Offline Model-based Optimization for Real-World Molecular Discovery.
ICML
Dong-Hee Shin, Young-Han Son, Hyun Jung Lee, Deok-Joong Lee, Tae-Eui Kam
2025 J jnl
Population-based evolutionary search for joint hyperparameter and architecture optimization in brain-computer interface.
Expert Syst. Appl.
Dong-Hee Shin, Deok-Joong Lee, Ji-Wung Han, Young-Han Son, Tae-Eui Kam
2025 — conf
SeeEEG: Semantic-aware EEG-based Multi-Modal Retrieval-Augmented Generation for High-Fidelity Visual Brain Decoding.
ICCVW
Junmo Kim, WooHyeok Choi, Sang-Jun Park, Keun-Soo Heo, Young-Han Son, Ji-Hye Oh, Dong-Hee Shin, Tae-Eui Kam
2025 — conf
Sparse3Diff: A Diffusion Framework for 3D Reconstruction from Sparse 2D Slices in Volumetric Optical Imaging.
MICCAI (4)
Hyun Jung Lee, Eunjung Jo, Minjoo Lim, Young-Han Son, Bogyeong Kang, Hyeonyeong Nam, Ji-Hoon Jeong, Dong-Hee Shin, Tae-Eui Kam
2025 J jnl
Treatment Stitching with Schrödinger Bridge for Enhancing Offline Reinforcement Learning in Adaptive Treatment Strategies.
CoRR
Dong-Hee Shin, Deok-Joong Lee, Young-Han Son, Tae-Eui Kam
2024 A* conf
Dynamic Many-Objective Molecular Optimization: Unfolding Complexity with Objective Decomposition and Progressive Optimization.
IJCAI
Dong-Hee Shin, Young-Han Son, Deok-Joong Lee, Ji-Wung Han, Tae-Eui Kam
2024 J jnl
FTMMR: Fusion Transformer for Integrating Multiple Molecular Representations.
IEEE J. Biomed. Health Informatics
Young-Han Son, Dong-Hee Shin, Tae-Eui Kam
2024 J jnl
Graph-Based Conditional Generative Adversarial Networks for Major Depressive Disorder Diagnosis With Synthetic Functional Brain Network Generation.
IEEE J. Biomed. Health Informatics
Ji-Hye Oh, Deok-Joong Lee, Chang-Hoon Ji, Dong-Hee Shin, Ji-Wung Han, Young-Han Son, Tae-Eui Kam
2024 J jnl
MARS: Multiagent Reinforcement Learning for Spatial - Spectral and Temporal Feature Selection in EEG-Based BCI.
IEEE Trans. Syst. Man Cybern. Syst.
Dong-Hee Shin, Young-Han Son, Jun-Mo Kim, Hee-Jun Ahn, Jun-Ho Seo, Chang-Hoon Ji, Ji-Wung Han, Byung-Jun Lee, Dong-Ok Won, Tae-Eui Kam
2024 J jnl
META-EEG: Meta-learning-based class-relevant EEG representation learning for zero-calibration brain-computer interfaces.
Expert Syst. Appl.
Ji-Wung Han, Soyeon Bak, Jun-Mo Kim, WooHyeok Choi, Dong-Hee Shin, Young-Han Son, Tae-Eui Kam
2024 J jnl
Sparse Graph Representation Learning Based on Reinforcement Learning for Personalized Mild Cognitive Impairment (MCI) Diagnosis.
IEEE J. Biomed. Health Informatics
Chang-Hoon Ji, Dong-Hee Shin, Young-Han Son, Tae-Eui Kam
2024 J jnl
Spectral Graph Neural Network-Based Multi-Atlas Brain Network Fusion for Major Depressive Disorder Diagnosis.
IEEE J. Biomed. Health Informatics
Deok-Joong Lee, Dong-Hee Shin, Young-Han Son, Ji-Wung Han, Ji-Hye Oh, Da-Hyun Kim, Ji-Hoon Jeong, Tae-Eui Kam