Chihyun Park

Associate Professor, Department of computer science and engineering, Kangwon National University

Joined

May 2021

Names

Chihyun Park (Preferred)

Emails

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

Personal Links

Career & Education History

Associate Professor

Department of computer science and engineering, Kangwon National University (kangwon.ac.kr)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Sanghyun park

2007 – 2013

Expertise

Drug discovery with Generative AI model

Present

various applications of neural network

Present

Publications

Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration
Seungyeon Choi, Hwanhee Kim, Chihyun Park, Dahyeon Lee, Seungyong Lee, Yoonju Kim, Hyoungjoon Park, Sein Kwon, Youngwan Jo, Sanghyun Park
- NeurIPS 2025 poster
- Readers: Everyone
De novo drug design through gradient-based regularized search in information-theoretically controlled latent space
Hyosoon Jang, Sangmin Seo, Sanghyun Park, Byung Ju Kim, Geon-Woo Choi, Jonghwan Choi, Chihyun Park
- J. Comput. Aided Mol. Des. 2024
- Readers: Everyone
Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism
Sangmin Seo, Jonghwan Choi, Seungyeon Choi, Jieun Lee, Chihyun Park, Sanghyun Park
- Eng. Appl. Artif. Intell. 2024
- Readers: Everyone
PIDiff: Physics informed diffusion model for protein pocket-specific 3D molecular generation
Seungyeon Choi, Sangmin Seo, Byung Ju Kim, Chihyun Park, Sanghyun Park
- Comput. Biol. Medicine 2024
- Readers: Everyone
DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network
Seungyeon Choi, Sangmin Seo, Jonghwan Choi, Chihyun Park, Sanghyun Park
- ECAI 2024
- Readers: Everyone
ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training
Jonghwan Choi, Sangmin Seo, Seungyeon Choi, Shengmin Piao, Chihyun Park, Sung Jin Ryu, Byung Ju Kim, Sanghyun Park
- Comput. Biol. Medicine 2023
- Readers: Everyone
MLMD: Metric Learning for Predicting MiRNA-Disease Associations
Jihwan Ha, Chihyun Park
- IEEE Access 2021
- Readers: Everyone
Improved Prediction of Cancer Outcome Using Graph-Embedded Generative Adversarial Networks
Chihyun Park, Ilhwan Oh, Jonghwan Choi, Soohyun Ko, Jaegyoon Ahn
- IEEE Access 2021
- Readers: Everyone
Prediction of Alzheimer's disease based on deep neural network by integrating gene expression and DNA methylation dataset
Chihyun Park, Jihwan Ha, Sanghyun Park
- Expert Syst. Appl. 2020
- Readers: Everyone
Combinatorial feature embedding based on CNN and LSTM for biomedical named entity recognition
Minsoo Cho, Jihwan Ha, Chihyun Park, Sanghyun Park
- J. Biomed. Informatics 2020
- Readers: Everyone

View all 26 publications

Co-Authors

View all 49 co-authors