Seungheun Baek

PhD student, Computer Science and Engineering, Korea University

Joined

August 2024

Names

Seungheun Baek (Preferred)

Emails

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

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

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

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Artificial Intelligence

Present

Publications

GraphCliff: Short-Long Range Gating for Subtle Differences but Critical Changes
Hajung Kim, Jueon Park, Junseok Choe, Seungheun Baek, Hyeon Hwang, Jaewoo Kang
- Submitted to ICLR 2026
- Readers: Everyone
HiRef: Leveraging Hierarchical Ontology and Network Refinement for Robust Medication Recommendation
Yan Ting Chok, Soyon Park, Seungheun Baek, Hajung Kim, Junhyun Lee, Jaewoo Kang
- CoRR 2025
- Readers: Everyone
CoTox: Chain-of-Thought-Based Molecular Toxicity Reasoning and Prediction
Jueon Park, Yein Park, Minju Song, Soyon Park, Donghyeon Lee, Seungheun Baek, Jaewoo Kang
- CoRR 2025
- 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
GPO-VAE: modeling explainable gene perturbation responses utilizing GRN-aligned parameter optimization
Seungheun Baek, Soyon Park, Yan Ting Chok, Mogan Gim, Jaewoo Kang
- Bioinform. 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
Prompting Matters: Snippet-Aware Strategies for Biomedical QA with LLMs in BioASQ 13b
Hajung Kim, Hoonick Lee, Yewon Cho, Jungwoo Park, Jueon Park, Soyon Park, Yan Ting Chok, Seungheun Baek, Donghyeon Lee, Jaewoo Kang
- CLEF (Working Notes) 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

View all 11 publications