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Author

Tingting Jiang

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Open access Jul 2026

Local Causal Structure Learning with Efficient Parents Discovery

A novel local causal structure learning algorithm with Efficient Parents Discovery, named EPD, which starts from discovering the MB of the target variable and then learns the PC sets of undetermined variables, and continues iteratively until the parents and children of the target variable are identified.

Shuai Yang, Xin-Yu Miao, Xianjie Guo et al. · 0 citations
Aug 2026

DSMV-DDI: A dual-level pharmacological semantic and stereochemical visual representation learning framework for drug-drug interaction prediction.

DSMV-DDI is proposed, a multimodal representation learning framework for drug-drug interaction prediction that integrates biomedical knowledge graph topology, chemical substructure features, dual-level pharmacological semantic representations, and stereochemical molecular visual representations derived from three-dimen...

Fangni Chen, Tingting Jiang, Shuai Yang et al. · 0 citations

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