Yunhak Oh

PhD student, Data Science, Korea Advanced Institute of Science & Technology

Joined

October 2022

Names

Yunhak Oh (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

Data Science, Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2023 – 2027

MS student

Industrial & Systems Engineering, Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2021 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Chanyoung Park

2023 – Present

Expertise

No areas of expertise listed

Publications

Learning Adaptive Perturbation-Conditioned Contexts for Robust Transcriptional Response Prediction
Yinhua Piao, Hyomin Kim, Seonghwan Kim, Yunhak Oh, Junhyeok Jeon, Sang-Yeon Hwang, Jaechang Lim, Woo Youn Kim, Chanyoung Park, Sungsoo Ahn
- MLGenX 2026 Poster
- Readers: Everyone
Learning Adaptive Perturbation-Conditioned Contexts for Robust Transcriptional Response Prediction
Yinhua Piao, Hyomin Kim, Seonghwan Kim, Yunhak Oh, Junhyeok Jeon, Sang-Yeon Hwang, Jaechang Lim, Woo Youn Kim, Chanyoung Park, Sungsoo Ahn
- GEM 2026
- Readers: Everyone
3D Interaction Geometric Pre-training for Molecular Relational Learning
Namkyeong Lee, Yunhak Oh, Heewoong Noh, Gyoung S. Na, Minkai Xu, Hanchen, Tianfan Fu, Chanyoung Park
- NeurIPS 2025 spotlight
- Readers: Everyone
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
Yunhak Oh, Junseok Lee, Yeongmin Kim, Sangwoo Seo, Namkyeong Lee, Chanyoung Park
- ICML 2025 poster
- Readers: Everyone
3D Interaction Geometric Pre-training for Molecular Relational Learning
Namkyeong Lee, Yunhak Oh, Heewoong Noh, Gyoung S. Na, Tianfan Fu, Chanyoung Park
- AIDrugX Poster
- Readers: Everyone
Global Context-aware Representation Learning for Spatially Resolved Transcriptomics
Yunhak Oh, Junseok Lee, Yeongmin Kim, Namkyeong Lee, Chanyoung Park
- Submitted to ICLR 2025
- Readers: Everyone
Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features
Sukwon Yun, Xin Liu, Yunhak Oh, Junseok Lee, Tianlong Chen, Tsuyoshi Murata, Chanyoung Park
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Toward Generalizability of Graph-based Imputation on Biomedical Tabular-based Missing Data
Sukwon Yun, Yunhak Oh, Junseok Lee, Xin Liu, Tsuyoshi Murata, Dongmin Hyun, Sein Kim, Tianlong Chen, Chanyoung Park
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Subgraph Federated Learning for Local Generalization
Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park
- ICLR 2025 Oral
- Readers: Everyone
3D Interaction Geometric Pre-training for Molecular Relational Learning
Namkyeong Lee, Yunhak Oh, Heewoong Noh, Gyoung S. Na, Tianfan Fu, Chanyoung Park
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

View all 14 publications

Co-Authors

View all 28 co-authors