Author

Jiacheng Leng

Chinese Academy of SciencesORCID 0000-0002-0816-9690Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:differential expression· 2 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Jiating YuiD· 2 shared Ling‐Yun WuiD· 2 shared Zheng XiaiD· 1 shared Zhichao HouiD· 1 shared

Activity by Year

2023-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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2 shared papersBioinformatics

Jiating YuORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintAug 31, 2025

Flippable Siamese Differential Neural Network for Differential Graph Inference

Jiacheng Leng, Jiating Yu, Ling‐Yun Wu

The paper introduces FSDiffNet, a neural network for differential graph inference, which outperforms existing methods on simulated and real datasets related to autism and breast cancer.

DOI 10.1101/2025.08.31.673390

deep learningdifferential expression

𝕏 PostBluesky

BioinformaticsBMC BioinformaticsPeer-reviewedNov 15, 2023

PathExpSurv: Pathway Expansion for Explainable Survival Analysis and Disease Gene Discovery

Zhichao Hou, Jiacheng Leng, Jiating Yu…·Ling‐Yun Wu

PathExpSurv integrates known biological pathways with neural networks to improve survival analysis in cancer, identifying disease-related genes through pathway expansion.

7 citations

deep learningstatistical model

𝕏 PostBluesky