2 papers
cs.LG2025
GraphT5: Unified Molecular Graph-Language Modeling via Multi-Modal Cross-Token Attention
Sangyeup Kim, Nayeon Kim, Yinhua Piao +1
Molecular language modeling tasks such as molecule captioning have been recognized for their potential to further understand molecular properties that can aid drug discovery or mat…
cs.CL2023
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning
Nayeon Kim, Yinhua Piao, Sun Kim
Leveraging knowledge from electronic health records (EHRs) to predict a patient's condition is essential to the effective delivery of appropriate care. Clinical notes of patient EH…