2 papers
cs.LG2026
DiSPA: Differential Substructure-Pathway Attention for Drug Response Prediction
Yewon Han, Sunghyun Kim, Eunyi Jeong +3
Accurate prediction of drug response in precision medicine requires models that capture how specific chemical substructures interact with cellular pathway states. However, most exi…
cs.MA2026
MARBLE: Multi-Agent Reasoning for Bioinformatics Learning and Evolution
Sunghyun Kim, Seokwoo Yun, Youngseo Yun +2
Motivation: Developing high-performing bioinformatics models typically requires repeated cycles of hypothesis formulation, architectural redesign, and empirical validation, making…