Luotao Liu — accepted AI-conference papers

2024

Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction

Kexin Zhang, Feng Huang, Luotao Liu, Zhankun Xiong, Hongyu Zhang, Yuan Quan +1

IJCAI 2024poster

The recent focus on microbes in human medicine highlights their potential role in the genetic framework of diseases. To decode the complex interactions among genes, microbes, and diseases, computational predictions of gene-microbe-disease (GMD) associations are crucial. Existing methods primarily ad…

Cited by 1 Source ↗PDF ↗code ↗Scholar ↗

2023

Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction

Luotao Liu, Feng Huang, Xuan Liu, Zhankun Xiong, Menglu Li, Congzhi Song +1

IJCAI 2023poster

Identifying the potential associations among drugs, microbes and diseases is of great significance in exploring the pathogenesis and improving precision medicine. There are plenty of computational methods for pair-wise association prediction, such as drug-microbe and microbe-disease associations, bu…

Cited by 16 Source ↗PDF ↗code ↗Scholar ↗