1 citations · 1 across the 4 of their papers we have counts for
5 papers
Navigating Route Latent Space for Synthesizable Molecular Design
Tao Li, Tuan Vinh, Monika Raj +3
Goal-directed molecular design has advanced rapidly, yet a substantial proportion of designed molecules remain difficult to synthesize in practice, limiting their real-world utilit…
LLM-Guided Dynamic Action Spaces for Synthesizable Molecular Optimization
Tao Li, Kaiyuan Hou, Tuan Vinh +4
Synthesizable molecular optimization seeks to improve target properties while ensuring that molecular modifications follow feasible synthetic pathways. Existing synthesis-aware met…
Imaging-anchored multiomics in cardiovascular disease: integrating cardiac imaging, bulk, single-cell, and spatial transcriptomics
Minh H. N. Le, Tuan Vinh, Thanh-Huy Nguyen +7
Cardiovascular disease arises from interactions between inherited risk, molecular programmes, and tissue-scale remodelling that are observed clinically through imaging. Cardiac MRI…
Knowledge Graph Augmented Large Language Models for Disease Prediction
Ruiyu Wang, Tuan Vinh, Ran Xu +5
Electronic health records (EHRs) enable strong clinical prediction, but explanations are often coarse and hard to use for patient-level decisions. We propose a knowledge graph (KG)…
Peeling Context from Cause for Molecular Property Prediction
Tao Li, Kaiyuan Hou, Tuan Vinh +2
Deep models are used for molecular property prediction, yet they are often difficult to interpret and may rely on spurious context rather than causal structure, which reduces relia…