Dynamic Many-Objective Molecular Optimization: Unfolding Complexity with Objective Decomposition and Progressive Optimization. - Dong-Hee Shin; Young-Han Son; Deok-Joong Lee; Ji-Wung Han; Tae-Eui Kam (IJCAI, 2024)

META-EEG: Meta-learning-based class-relevant EEG representation learning for zero-calibration brain-computer interfaces. - Ji-Wung Han; Soyeon Bak; Jun-Mo Kim 001; WooHyeok Choi; Dong-Hee Shin; Young-Han Son; Tae-Eui Kam (Expert Syst. Appl., 2024)

Graph-Based Conditional Generative Adversarial Networks for Major Depressive Disorder Diagnosis With Synthetic Functional Brain Network Generation. - Ji-Hye Oh; Deok-Joong Lee; Chang-Hoon Ji; Dong-Hee Shin; Ji-Wung Han; Young-Han Son; Tae-Eui Kam (IEEE J. Biomed. Health Informatics, 2024)

Spectral Graph Neural Network-Based Multi-Atlas Brain Network Fusion for Major Depressive Disorder Diagnosis. - Deok-Joong Lee; Dong-Hee Shin; Young-Han Son; Ji-Wung Han; Ji-Hye Oh; Da-Hyun Kim 005; Ji-Hoon Jeong; Tae-Eui Kam (IEEE J. Biomed. Health Informatics, 2024)

MARS: Multiagent Reinforcement Learning for Spatial - Spectral and Temporal Feature Selection in EEG-Based BCI. - Dong-Hee Shin; Young-Han Son; Jun-Mo Kim 001; Hee-Jun Ahn; Jun-Ho Seo; Chang-Hoon Ji; Ji-Wung Han; Byung-Jun Lee 001; Dong-Ok Won; Tae-Eui Kam (IEEE Trans. Syst. Man Cybern. Syst., 2024)

FTMMR: Fusion Transformer for Integrating Multiple Molecular Representations. - Young-Han Son; Dong-Hee Shin; Tae-Eui Kam (IEEE J. Biomed. Health Informatics, 2024)

Sparse Graph Representation Learning Based on Reinforcement Learning for Personalized Mild Cognitive Impairment (MCI) Diagnosis. - Chang-Hoon Ji; Dong-Hee Shin; Young-Han Son; Tae-Eui Kam (IEEE J. Biomed. Health Informatics, 2024)

DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation. - Sang-Jun Park; Keun-Soo Heo; Dong-Hee Shin; Young-Han Son; Ji-Hye Oh; Tae-Eui Kam (CVPR, 2025)

Hybrid Local-Global GNN for Protein Binding Interface Prediction via Ensemble Learning. - Deok-Joong Lee; Dong-Hee Shin; Young-Han Son; Tae-Eui Kam (ICEIC, 2025)

Designing Selective Drugs: Multi-Objective Optimization to Mitigate Off-Target Effects. - Dong-Hee Shin; Young-Han Son; Deok-Joong Lee; Tae-Eui Kam (ICEIC, 2025)

Molecular Optimization with Mamba-Based GFlowNet. - Young-Han Son; Dong-Hee Shin; Deok-Joong Lee; Tae-Eui Kam (ICEIC, 2025)

Population-based evolutionary search for joint hyperparameter and architecture optimization in brain-computer interface. - Dong-Hee Shin; Deok-Joong Lee; Ji-Wung Han; Young-Han Son; Tae-Eui Kam (Expert Syst. Appl., 2025)