吴自凯

职称/职务:副教授 硕士生导师

主要研究领域:机器学习、计算系统生物学、复杂网络、计算社会科学

电子邮箱:zkwu@usst.edu.cn

办公室:管理学院807室

教育背景与工作经历

教育背景

博士,运筹学与控制论,大连理工大学,2002.09-2007.07

学士,应用数学,郑州大学,1998.09-2002.07



工作经历

副教授,上海理工大学,2016.07-至今

讲师,上海理工大学,2009.07-2016.07

Visiting Associate Research Scientist,哥伦比亚大学,2016.09-2017.09

访问学者,杜兰大学,2010.12-2011.03

访问学者,密苏里大学-堪萨斯,2010.03-2010.12

博士后,上海大学,2007.07-2009.07



教研项目及成果


科研项目

1.2014.01-2016.12,项目负责人,旧药信用的系统生物学研究,国家自然科学基金青年项目。

2.2016.01-2018.12,主要参与人,稀疏信号驱动的时间序列信号盲分离优化模型及算法研究,国家自然科学基金青年项目。


部分科研论文

1.Lei  BW(研究生), Wu ZK(通讯作者), Yang HJ. Uncovering accessible narration underpinning adaption of literary novels based on character network. International Journal of Modern Physics C (SCI 检索), 2025, Early Access.

2.Dong AX(研究生),Wu ZK(通讯作者),Zhang HJ. Multi-view subspace clustering based on adaptive search. Knowledge-Based Systems (SCI检索,中科院一区,Top 期刊), 2024, 289(01):111553.

3.Wu WH(研究生), Wu ZK(通讯作者), Zhang HJ. Weighted bilinear factorization of low-rank matrix with structural smoothness for image denoising. Multimedia Systems (SCI检索),  2024, 30(1):41.

4.Wu WH(研究生), Wu ZK(通讯作者), Zhang HJ. Recovering Clean Data With Low Rank Structure By Leveraging Pre-learned Dictionary for Structured Noise. Neural Processing Letters (SCI检索), 2023, 55(5): 6865-6885.

5.Postler T, Wang AD, Brundu F, Wang PZ, Wu ZK, Bultler K, Grinberg-Bleyer Y, Krishnareddy S, Lagana S, Saqi A, Oeckinghaus A, Rabadan R, Ghosh S, A pan-cancer analysis implicates human NKIRAS1 as a tumor-suppressor gene. Proceedings of the National Academy of Sciences of the United States of America (SCI检索,中科院一区,Top 期刊),,2023,120(46): e2312595120.

6.Liu EF(研究生), Wu ZK(通讯作者), Zhang HJ(通讯作者). A Multiobjective Method Leveraging Spatial-Spectral Relationship for Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing (SCI检索,中科院一区,Top 期刊), 2022, 60(5539416).

7.Guo JH(研究生), Wu ZK(通讯作者). Exploring trapping problem on simplicial networks encoding higher-order interactions. Modern Physics Letters B (SCI检索). 2022, 36(11).

8.Wu ZK(通讯作者), Xu GY(研究生). Unveiling the impact of weight heterogeneity on random walks in weighted extended tree-like fractals. Modern Physics Letters B (SCI检索). 2021, 35(21).

9.Xu GY(研究生), Wu ZK(通讯作者). Exploring Trapping Problem on Weighted Heterogeneous Networks Induced by Extended Corona Product. IEEE Access (SCI检索). 2020, 8(1). 

10.Wu ZK(通讯作者), Xu GY(研究生). Mortal random walks on a family of treelike regular fractals with a deep trap. International Journal of Modern Physics B (SCI检索). 2020, 34(6).

11.Gao Y(研究生), Wu ZK(通讯作者). Mean first passage time on a family of weighted directed hierarchical scale-free networks. Modern Physics Letters B (SCI检索). 2019, 33.

12.Oh H, Grienberg-Bleyer Y, Liao W, Wang PZ, Wu ZK, Wang JG, Bhatt D, Heise N, Schmid R, Hayden M, Klein U, Rabadan R, Ghosh S(通讯作者). An NF-κB Transcription-Factor-Dependent Lineage-Specific Transcriptional Program Promotes Regulatory T Cell Identity and Function. Immunity (SCI检索). 2017, 47(3): 450-465.e5.

13.Guo YZ(通讯作者), Wu ZK, Wang Y, Wang Y. Extended particle swarm optimisation method for folding protein on triangular lattice. IET Systems Biology (SCI检索). 2016, 10(1): 30-33.

14.Zhang HJ, Wang GN, Cai PM, Wu ZK(通讯作者)., Ding SX(通讯作者). A fast blind source separation algorithm based on the temporal structure of signals. Neurocomputing (SCI检索, 中科院2区). 2014, 139: 261-271. 

15.Wu ZK, Wang Y(通讯作者), Chen LN(通讯作者). Network-based drug repositioning. Molecular Biosystems (SCI检索). 2013, 9(6): 1268-1281.

16.Wu ZK, Hou BY, Zhang HJ(通讯作者). Efficiency of transportation on weighted extended Koch networks. The European Physical Journal B (SCI检索), 2013, 86: 405.

17.Wu ZK, Zhao XM, Chen LN(通讯作者).  A systems biology approach to identify effective cocktail drugs. BMC systems biology (SCI检索). 2010, 4(Suppl2): S7.


主讲课程

1.国民经济统计学(硕士)

2.随机系统动态分析(硕士)

3.计量经济学(本科)

4.工程经济B(本科)

学术活动与社会服务

学术任职

中国运筹学会计算系统生物学分会会员

Neuro Computing and Applications, Europhysics Letters, Modern Physics Letters B, International Journal of modern physics Letters B, Computational and Mathematical Methods in Medicine 等多个SCI期刊的审稿人。

 


荣誉

1.2022年度育人工作贡献奖,上海理工大学管理学院

2.2023年度育人工作贡献奖,上海理工大学管理学院

3.2024年度育人工作贡献奖,上海理工大学管理学院

4.指导的2016级硕士研究生高雨获得研究生国家奖学金

5.指导的2018级硕士研究生许光耀获得研究生国家奖学金、为2021届上海市优秀毕业生

6.指导的2019级硕士研究生郭军浩为2022届上海市优秀毕业生

7.指导的2020级硕士研究生刘尔丰为2023届上海市优秀毕业生

8.指导的2021级硕士研究生董安学为2024届上海市优秀毕业生