Publications
Check out research papers published by 3billion and collaborators.
- Paper Title
- Mechanistic Synergy in Multi-Modal VEP: DNA Context Complements PLMs under Biophysical Constraints
- Journal Name, Publication year
- ICML FM4LS, 2026
- 링크
- https://openreview.net/forum?id=ps1a2Qp7xS
- Paper Title
- Decoding Loss-of-Function Variants with Sparse Concept Features of ESM-2
- Journal Name, Publication year
- ICML GenBio, 2026
- 링크
- https://openreview.net/forum?id=H0GotyksG4
- Paper Title
- AIVARI Agent: An Evidence-Grounded Agentic LLM for Variant Reportability and Interpretation
- Journal Name, Publication year
- ICML GenBio Spotlight, 2026
- 링크
- https://openreview.net/forum?id=By0A3FZ4Tf&referrer=%5Bthe%20profile%20of%20Min%20Kang%5D%28%2Fprofile%3Fid%3D~Min_Kang3%29
- Paper Title
- AnomalyModifier: Suppressor Modifier Discovery in Familial Hypercholesterolemia via One-Class Anomaly Detection
- Journal Name, Publication year
- ICML GenBio, 2026
- 링크
- https://openreview.net/forum?id=3SCUz46RNJ&referrer=%5Bthe%20profile%20of%20Min%20Kang%5D%28%2Fprofile%3Fid%3D~Min_Kang3%29
- Paper Title
- Critical assessment of missense variant effect predictors on disease-relevant variant data
- Journal Name, Publication year
- Hum Genetics, 2025
- 링크
- https://link.springer.com/article/10.1007/s00439-025-02732-2