张世雄

个人信息Personal Information

副教授硕士生导师

性别：男

在职信息：在岗

所在单位：计算机科学与技术学院

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个人简介Personal Profile

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Shixiong Zhang is an Associate Professor in the School of Computer Science and Technology at Xidian University, starting from December 2020. He spent three years (2017-2020) obtaining his Ph.D. in Computer Science under the mentorship of Dr. Ka-Chun Wong at the City University of Hong Kong. He was previously a trainee in the Lab of Prof. Jiang Qian at the School of Medicine at Johns Hopkins University. His broad research interests include bioinformatics, computational biology, machine learning, computational intelligence, and time series forecasting.

E-mail: zhangsx AT xidian.edu.cn

Selected Publications

For more publications, you may check out [ResearchGate] or [Google Scholar].

(# Corresponding authorship)

[10] Disentangling the over-integration of single-cell and spatial multiomics data with transfer learning (Submitted)

[9] Zhenglong Cheng, Risheng Lu, & Shixiong Zhang#. (2025) scMGCL: accurate and efficient integration representation of single-cell multiomics data, Bioinformatics. [PDF] [IF 2025 = 5.4]

[8] Meng Lan, Shixiong Zhang#, & Lin Gao#. (2023) Efficient generation of paired single-cell multiomics profiles by deep learning. Advanced Science, 10(21), 2301169. [PDF] [IF 2021 = 17.521]

[7] Shixiong Zhang#, Xiangtao Li, Jiecong Lin, Qiuzhen Lin, Ka-Chun Wong. (2023) Review of single-cell RNA-seq data clustering for cell type identification and characterization. RNA, 29(5), 517-530. [PDF] [IF 2021 = 5.636]

[6] Shixiong Zhang, Xiangtao Li, Qiuzhen Lin, Jiecong Lin, Ka-Chun Wong#. (2020) Uncovering the key dimensions of high-throughput biomolecular data using deep learning. Nucleic Acids Research, 48(10), e56, 2020. [PDF] [IF 2020 = 16.971]

[5] Shixiong Zhang, Xiangtao Li, Qiuzhen Lin, Ka-Chun Wong#. (2019) Nature-inspired compressed sensing for transcriptomic profiling from random composite measurement. IEEE Transactions on Cybernetics, 51(9), 4476-4487. [PDF] [IF 2020 = 11.079]

[4] Shixiong Zhang, Xiangtao Li, Qiuzhen Lin, Ka-Chun Wong#. (2019) Synergizing CRISPR/Cas9 off-target predictions for ensemble insights and practical applications. Bioinformatics. 35 (7), 1108-1115. [PDF] [IF 2019 = 5.610]

[3] Wenyu Zhang (Supervisor), Shixiong Zhang, Shuai Zhang# (2018). Two-factor high-order fuzzy-trend fts model based on BSO-FCM and improved KA for TAIEX stock forecasting. Nonlinear Dynamics, 94(2), 1429-1446. [PDF] [IF 2018 = 4.604]

[2] Wenyu Zhang (Supervisor), Shixiong Zhang, Shuai Zhang#, Dejian Yu, Ningning Huang. (2018). A novel method based on FTS with both GA-FCM and multifactor BPNN for stock forecasting. Soft Computing, 23 (16), 6979-6994. [PDF] [IF 2018 = 2.784]

[1] Wenyu Zhang# (Supervisor), Shixiong Zhang, Shuai Zhang, Dejian Yu, Ningning Huang. (2017). A multi-factor and high-order stock forecast model based on type-2 FTS using cuckoo search and self-adaptive harmony search. Neurocomputing, 240, 13-24. [PDF] [IF 2017 = 3.241]