Seungyeon Choi

PhD student, Computer Science, Yonsei University

Joined

October 2023

Names

Seungyeon Choi (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

Computer Science, Yonsei University (yonsei.ac.kr)

2025 – Present

MS student

Computer Science, Yonsei University (yonsei.ac.kr)

2022 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Sanghyun park

Present

Expertise

Generative Model

Present

AI based Drug Design

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
PretrainedBA: Enhancing Compound-Protein Binding Affinity Prediction Accuracy via Pre-training Large-Scale Interaction Information
Sangmin Seo, Seungyeon Choi, Hwanhee Kim, Sanghyun Park
- BIBM 2024
- Readers: Everyone
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction
Seungyeon Choi, Sangmin Seo, Sanghyun Park
- ECAI 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

Seungyeon Choi

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration

PretrainedBA: Enhancing Compound-Protein Binding Affinity Prediction Accuracy via Pre-training Large-Scale Interaction Information

SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction

Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism

PIDiff: Physics informed diffusion model for protein pocket-specific 3D molecular generation

DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network

ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training

Co-Authors