Sangmin Seo

Joined

October 2023

Names

Sangmin Seo (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

Yonsei University (yonsei.ac.kr)

2020 – 2025

MS student

Inchon University (inchon.ac.kr)

2018 – 2020

Undergrad student

Inchon University (inchon.ac.kr)

2012 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Sanghyun park

2020 – 2025

Expertise

No areas of expertise listed

Publications

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
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
K2vTune: A workload-aware configuration tuning for RocksDB
Jieun Lee, Sangmin Seo, Jonghwan Choi, Sanghyun Park
- Inf. Process. Manag. 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
COMA: efficient structure-constrained molecular generation using contractive and margin losses
Jonghwan Choi, Sangmin Seo, Sanghyun Park
- J. Cheminformatics 2023
- Readers: Everyone
SELF-EdiT: Structure-constrained molecular optimisation using SELFIES editing transformer
Shengmin Piao, Jonghwan Choi, Sangmin Seo, Sanghyun Park
- Appl. Intell. 2023
- Readers: Everyone

View all 15 publications