Soyon Park

MS student, Computer Science, Korea University

Joined

October 2023

Names

Soyon Park (Preferred)

Emails

****@gmail.com (Confirmed)

,

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

Personal Links

Career & Education History

MS student

Computer Science, Korea University (korea.ac.kr)

2024 – 2026

Undergrad student

Life Science, Ewha Women's University (ewha.ac.kr)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2024 – 2026

Expertise

No areas of expertise listed

Publications

Transductive Learning for Out-of-Distribution Molecular Property Prediction
Kiwoong Yoo, Hajung Kim, Soyon Park, Junseok Choe, Sunkyu Kim, Jaewoo Kang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization
Seungheun Baek, Soyon Park, Yan Ting Chok, Mogan Gim, Jaewoo Kang
- CoRR 2025
- Readers: Everyone
Cradle-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement
Seungheun Baek, Soyon Park, Yan Ting Chok, Junhyun Lee, Jueon Park, Mogan Gim, Jaewoo Kang
- AAAI 2025
- Readers: Everyone
MolPLA: a molecular pretraining framework for learning cores, R-groups and their linker joints
Mogan Gim, Jueon Park, Soyon Park, Sanghoon Lee, Seungheun Baek, Junhyun Lee, Ngoc-Quang Nguyen, Jaewoo Kang
- Bioinform. 2024
- Readers: Everyone
CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement
Seungheun Baek, Soyon Park, Yan Ting Chok, Junhyun Lee, Jueon Park, Mogan Gim, Jaewoo Kang
- CoRR 2024
- Readers: Everyone
MolPLA: A Molecular Pretraining Framework for Learning Cores, R-Groups and their Linker Joints
Mogan Gim, Jueon Park, Soyon Park, Sanghoon Lee, Seungheun Baek, Junhyun Lee, Ngoc-Quang Nguyen, Jaewoo Kang
- CoRR 2024
- Readers: Everyone

Co-Authors