Author

Xianyu Gou

Huazhong University of Science and Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Shaoqun ZengiD· 2 shared Tingwei QuaniD· 2 shared Xiaohua LviD· 2 shared Xuzhong Qu· 2 shared Cai Lin· 1 shared Hang ZhouiD· 1 shared Jian Huang· 1 shared Lin Cai· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBioinformatics

Shaoqun ZengORCID

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2 papers

Recent·Most cited

Fast Loading and Transformation of Large-Volume Bioimaging Data Consistently Approaching the I/O Peak Speed

Cai Lin, Xuzhong Qu, Hang Zhou, Ning Li, Xianyu Gou, Shiwei Li, Jian Huang, Sha‐Sha Guo, Xiuli Liu, Xiaohua Lv, Tingwei Quan, Shaoqun Zeng

The paper introduces a bioimaging data processing pipeline that improves data transformation efficiency and accelerates downstream tasks by optimizing I/O throughput and reducing memory overhead.

bioRxiv · Dec 12, 2025 · PreprintBioinformatics

PointTree: Automatic and accurate reconstruction of long-range axonal projections of single-neuron

Lin Cai, Taiyu Fan, Xuzhong Qu, Ying Zhang, Xianyu Gou, Quanwei Ding, Weihua Feng, Tingting Cao, Xiaohua Lv, Xiuli Liu, Qing An Huang, Tingwei Quan, Shaoqun Zeng

The paper introduces PointTree, a method for accurately reconstructing single-neuron axonal projections from brain imaging data, achieving significantly higher F1-scores than existing methods.

bioRxiv · Sep 23, 2024 · PreprintNeuroscience