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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…