Young-Han Son

PhD student, Artificial Intelligence, Korea University

Joined

February 2024

Names

Young-Han Son (Preferred)

Emails

****@korea.ac.kr (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

PhD student

Artificial Intelligence, Korea University (korea.ac.kr)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Tae-Eui Kam

2021 – Present

Expertise

Molecular optimization

2022 – Present

2021 – Present

Publications

Optical Diffraction-based Convolution for Semiconductor Mask Optimization
Young-Han Son, Dong-Hee Shin, Deok-Joong Lee, Hyun Jung Lee, Tae-Eui Kam
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Offline Model-based Optimization for Real-World Molecular Discovery
Dong-Hee Shin, Young-Han Son, Hyun Jung Lee, Deok-Joong Lee, Tae-Eui Kam
- ICML 2025 poster
- Readers: Everyone
Dynamic Many-Objective Molecular Optimization: Unfolding Complexity with Objective Decomposition and Progressive Optimization
Dong-Hee Shin, Young-Han Son, Deokjoong Lee, Ji-Wung Han, Tae-Eui Kam
- Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI-24)
- Readers: Everyone
MolStitch: Offline Multi-Objective Molecular Optimization with Molecular Stitching
Dong-Hee Shin, Young-Han Son, Hyun Jung Lee, Deokjoong Lee, Tae-Eui Kam
- Submitted to ICLR 2025
- Readers: Everyone
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
- Readers: Everyone
FTMMR: Fusion Transformer for Integrating Multiple Molecular Representations
Young-Han Son, Dong-Hee Shin, Tae-Eui Kam
- IEEE J. Biomed. Health Informatics 2024
- Readers: Everyone
MARS: Multiagent Reinforcement Learning for Spatial - Spectral and Temporal Feature Selection in EEG-Based BCI
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
- IEEE Trans. Syst. Man Cybern. Syst. 2024
- Readers: Everyone
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, Ji-Hoon Jeong, Tae-Eui Kam
- IEEE J. Biomed. Health Informatics 2024
- Readers: Everyone
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
- Readers: Everyone
META-EEG: Meta-learning-based class-relevant EEG representation learning for zero-calibration brain-computer interfaces
Ji-Wung Han, Soyeon Bak, Jun-Mo Kim, WooHyeok Choi, Dong-Hee Shin, Young-Han Son, Tae-Eui Kam
- Expert Syst. Appl. 2024
- Readers: Everyone

View all 11 publications

Young-Han Son

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors