Sun Kim
Sun Kim
Seoul National University · Computer Science and Engineering
Professor
Prof. 김선
Professor's page · publicationsAbout
컴퓨터를 이용해 생물학과 의학을 연구하는 생물정보 및 생명정보 연구실이다. 유전자 발현 조절 모델링 등 바이오인포매틱스와 계산생물학을 다루며, 딥러닝을 적용한 트랜스포머 기반 모델(Chromoformer 등)을 개발했다. 김선 교수는 서울대학교 생물정보연구소장을 맡고 있다.
Research keywords
Recent papers
- ParaEM: antigen-aware sequence-based paratope prediction with expectation–maximizationBioinformatics · Oct 1
- ISAAC: Prior-aligned structural sensitivity auditing for drug–target interaction modelsArtificial Intelligence in the Life Sciences · Aug 28
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- EnsDTI: Predicting Drug-Target Interaction with Mixture-of-Experts and Confidence AssessmentIEEE Transactions on Computational Biology and Bioinformatics · 2026
- SubDyve: Subgraph-Driven Dynamic Propagation for Virtual Screening Enhancement Controlling False PositiveICLR · 2026
- Transcriptome Transformer: improving patient survival prediction via multitask learning of transcriptomic and clinical featuresBriefings in Bioinformatics · 2025
- Increased local DNA methylation disorder in AMLs with DNMT3A-destabilizing variants and its clinical implicationNature Communications · 2025
- Biomedical knowledge graph learning for drug repurposing by extending guilt-by-association to multiple layersNature Communications · 2023
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Computational Drug Discovery Methods
Kim, Hyun Woo
Gwangju Institute of Science and Technology (GIST) · Chemistry
Structure-Independent Genetic Algorithm-Based Molecular Optimization Using Pocket-Aware Molecular RepresentationsNewPreprintChemRxiv · Oct 13Probabilistic AI Lab
KAIST · Graduate School of AI
SurfSpec: Enhancing Off-Target-Agnostic Specificity by Bounding Pocket-Ligand Geometric MismatchPreprintarXiv (Cornell University) · Sep 2Hyun Uk Kim
KAIST · Chemical and Biomolecular Engineering
Machine learning-guided discovery of natural anti-inflammatory agents targeting NF-κB p65Scientific Reports · Aug 28
Other labs in this department
- Gunhee KimRecruiting
Vision & Learning
- Taehyun KimRecruiting
Quantum Information & Computing
- KyoungSoo ParkRecruiting
Kyoungsoo Park
T-Networking
- Jaesik ParkRecruiting
Vision & Geometric Intelligence
- Jinwook SeoRecruiting
Human-Computer Interaction
- Yongsoo SongRecruiting
Cryptography & Privacy