Deok-Joong Lee

PhD student, artificial intelligence, Korea University

Joined

February 2024

Names

Deok-Joong Lee (Preferred)

Deokjoong lee

Deokjoong Lee

Emails

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

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

artificial intelligence, Korea University (korea.ac.kr)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Tae-Eui Kam

2020 – Present

Expertise

Graph neural network

Present

Bioinformatics

Present

Protein design

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- ICLR 2026 Conference Withdrawn Submission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
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
- 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
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
DyMol: Dynamic Many-Objective Molecular Optimization with Objective Decomposition and Progressive Optimization
Dong-Hee Shin, Young-Han Son, Deokjoong lee, Ji-Wung Han, Tae-Eui Kam
- GEM Poster
- Readers: Everyone

Deok-Joong Lee

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors