Dongyang Liu

An AI-agent-orchestrated grey-box Transformer framework for sparse pharmacokinetic curve reconstruction and pharmacometric model initialization

The paper introduces a grey-box Transformer framework for reconstructing sparse pharmacokinetic curves and initializing pharmacometric models, achieving high accuracy in drug concentration prediction.

Overcoming Topology Bias and Cold-Start Limita-tions in Drug Repurposing: A Clinical-Outcome-Aligned LLM Framework

This paper introduces a framework that improves drug repurposing by aligning LLM reasoning with clinical outcomes, overcoming topology bias and cold-start limitations.