Seungheun Baek

According to our database, Seungheun Baek authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ATTNSOM: Learning Cross-Isoform Attention for Cytochrome P450 Site-of-Metabolism.

Hajung Kim, Eunha Lee, Sohyun Chung, Jueon Park, Seungheun Baek, Jaewoo Kang

CoRR, January, 2026

2025

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, August, 2025

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

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

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

CoTox: Chain-of-Thought-Based Molecular Toxicity Reasoning and Prediction.

Jueon Park, Yein Park, Minju Song, Soyon Park, Donghyeon Lee, Seungheun Baek, Jaewoo Kang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

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

2023

ArkDTA: attention regularization guided by non-covalent interactions for explainable drug-target binding affinity prediction.

Mogan Gim, Junseok Choe, Seungheun Baek, Jueon Park, Chaeeun Lee, Minjae Ju, Sumin Lee, Jaewoo Kang

Bioinform., 2023