Search Results for author: Yibiao Huang

Found 2 papers, 1 papers with code

Attention-wise masked graph contrastive learning for predicting molecular property

no code implementations2 May 2022 Hui Liu, Yibiao Huang, Xuejun Liu, Lei Deng

We developed a novel molecular graph augmentation strategy, referred to as attention-wise graph mask, to generate challenging positive sample for contrastive learning.

Contrastive Learning Graph Attention +4

Graph2MDA: a multi-modal variational graph embedding model for predicting microbe-drug associations

1 code implementation14 Aug 2021 Lei Deng, Yibiao Huang, Xuejun Liu, Hui Liu

We evaluated our method on three independent datasets and the experimental results showed that our proposed method outperformed six existing state-of-the-art methods.

Attribute Graph Embedding

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