Author

Hong-Yu Zhang

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#software testing Open access Sep 2026

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

Abstract Motivation Identifying transcriptomic factors with potential causal effects on breast cancer progression is important for understanding disease mechanisms and prioritizing therapeutic targets. However, causal-effect estimation from high-dimensional gene-expression data remains challenging because of the large...

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

Open access 2026

Hierarchy-Aligned Learning Rates for Vision Networks

Learning rate (LR) initialization and decay remain important factors in the optimization of deep vision networks. Although these models exhibit a clear hierarchical structure, training typically starts from a single global learning rate, with little explicit consideration of stage depth. This paper investigates a simpl...

Qiang He, Qiu Zong, Yi-Qi Wang et al. · IEEE Access · 0 citations