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Jianliang Gao

3 accepted papers

2025

Simple and Efficient Heterogeneous Temporal Graph Neural Network

NeurIPS 2025poster

Heterogeneous temporal graphs (HTGs) are ubiquitous data structures in the real world. Recently, to enhance representation learning on HTGs, numerous attention-based neural networks have been proposed. Despite these successes, existing methods rely on a decoupled temporal and spatial learning paradi…

Cited by 0SourceScholar
2021

MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events

IJCAI 2021poster

The interaction of multiple drugs could lead to serious events, which causes injuries and huge medical costs. Accurate prediction of drug-drug interaction (DDI) events can help clinicians make effective decisions and establish appropriate therapy programs. Recently, many AI-based techniques have bee…