Author

Zaiwen Feng

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#software testing Open access Sep 2026

A novel causality-based method for identifying drivers of breast cancer progression

CICIV, a causal inference framework that integrates PC-simple-based causal feature selection with conditional instrumental variable (CIV) representation learning, is proposed that prioritized 40 breast cancer-related candidate genes and identified signals that were not captured by conventional correlation-based analyse...

Lai-Ping Shen, Ying-Hao Zhang, Xiao-Yan Zhou et al. · Bioinformatics · 0 citations

Open access Sep 2026

JPRQA: A Joint Progressive Reasoning Framework for Unsupervised KGQA With LLMs

JPRQA, a Joint Progressive Reasoning Framework for unsupervised KGQA with LLMs, is proposed, which decouples complex questions into sub‐questions to facilitate precise step‐by‐step reasoning over KG and enhances answer retrieval through collaborative path optimization, which integrates LLMs with RPR to refine and ident...

Jiao Luo, Hui Zheng, Shi-Chao Gao et al. · Expert systems · 0 citations