5 citations · 10 across the 14 of their papers we have counts for
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q-bio.QM2023
ALNSynergy: a graph convolutional network with multi-representation alignment for drug synergy prediction
Xinxing Yang, Jiachen Li, Xiao Kang +4
Drug combination refers to the use of two or more drugs to treat a specific disease at the same time. It is currently the mainstream way to treat complex diseases. Compared with si…
cs.LG2023
GraphCL-DTA: a graph contrastive learning with molecular semantics for drug-target binding affinity prediction
Xinxing Yang, Genke Yang, Jian Chu
Drug-target binding affinity prediction plays an important role in the early stages of drug discovery, which can infer the strength of interactions between new drugs and new target…
cs.CE2023★ 1 cited
The Balanced Matrix Factorization for Computational Drug Repositioning
Xinxing Yang, Genke Yang, Jian Chu
Computational drug repositioning aims to discover new uses of drugs that have been marketed. However, the existing models suffer from the following limitations. Firstly, in the rea…