Xin Sui

The paper constructs an IID-specific knowledge graph from biomedical literature to support disease ontology refinement and drug repurposing.

The paper constructs a comprehensive biomedical knowledge graph (iKraph) using PubMed abstracts and integrates it with public databases to enable AI-powered knowledge discovery, demonstrating its utility in drug repurposing.

The paper investigates how the medial prefrontal cortex (vmPFC) processes spatial margin of safety decisions, showing distinct roles for anterior and posterior regions in threat predictability and safety signaling.

The paper develops an ensemble model combining BERT, Sentence BERT, and T5 to predict drug-protein interactions from text, achieving an F-1 score of 0.753 on a benchmark dataset.

The paper shows humans use socially adjusted value strategies in foraging, with fMRI revealing mid-cingulate and ventromedial prefrontal cortex encoding this value.