Seungheun Baek

According to our database, Seungheun Baek authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

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

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

CoRR, January, 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 AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 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