Author

Zhi-Yong Lin

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Sep 2026

Hepatopancreas and ovary transcriptome analyses reveal key physiological changes in the pubertal molt of mud crabs Scylla paramamosain.

Pubertal molt represents a critical biological process underlying successful copulation in Scylla paramamosain, during which female mud crabs engage in mating immediately following the completion of this molt. Pubertal molt is the sole route for subadult-to-adult transition for female crabs, leading to accelerated ovar...

Wen-Feng Li, Shuang Li, Zhi-Yong Lin et al. · Comparative Biochemistry and... · 0 citations

#machine learning Preprint Sep 2026

Regional Explanations via Causal Sufficiency and Necessity

Causal Sufficient and Necessary Regional Explanations (SNRE), a framework that learns an input region and output region such that membership in A is both sufficient and necessary for the model output to fall in B, is proposed.

Xuexin Chen, Peng Liang, Zijian Li et al. · 0 citations