张成军
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  • 所在单位:计算机学院、网络空间安全学院(数字取证教育部工程研究中心、公共计算机教学部)
  • 性别:
  • 职称:讲师(高校)
  • 个人简介
  • 研究方向
  • 社会兼职
  • 教育经历
  • 工作经历
  • 团队成员
  • 其他联系方式

学习与工作经历:

2002年9月 —2006年7月 吉林大学 应用物理学 本科 学士 

 2006年9月 —2010年7月 中国科学技术大学 软件工程 硕士研究生 

2010年9月 —2013年12月 Fribourg University(瑞士) 理论物理 博士

社会兼职:

中欧学术会议(2011 EU-China Workshop on Complexity Science Program) 组委会成员 

第四届中国-欧洲系统复杂性科学暑期研讨会 组委会成员 

IEEE 会员

杭州算子科技有限公司 大数据分析技术顾问

数坤科技 数据科学家

研究领域:

网络信息安全,复杂网络,链路预测和推荐系统,机器学习,深度学习

科研成果:

国家自然科学基金青年基金(主持)

江苏省自然科学基金青年基金(主持)

[1] 江苏省科技计划项目,江苏省基础研究计划(自然科学基金)项目,青年基金项目,信息网络中的噪声等各类干扰信息的识别和过滤,2016.07-2019.06,已结题,主持;

[2] 国家自然科学基金项目,青年科学基金项目,冗余和虚假信息对复杂网络及信息过滤的影响的研究,2018.01-2020.12,已结题,主持;

[3] 企业横向,基于深度学习的智能交通管理系统开发,2023.04-2025.04,在研,主持;

[4] 企业横向,基于自然语言的医疗自动问答系统的研发,2023.12-2025.12,在研,主持。

发表论文:

[1] Cheng-Jun Zhang, An Zeng, Behavior patterns of online users and the effect on information filtering, Physica A 391, 1822 (2012).

[2] An Zeng, Cheng-Jun Zhang, Ranking spreaders by decomposing complex networks, Phys. Lett. A 377, 1031 (2013).

[3] Cheng-Jun Zhang, Hao Liu, An Zeng, Network skeleton for synchronization: Identifying redundant connections, Physica A 402, 180 (2013).

[4] Cheng-Jun Zhang, An Zeng, Network Prediction of missing links and reconstruction of complex networks, International Journal of Modern Physics C 27, 1650120 (2016).

[5] Cheng-Jun Zhang, Jin Liu, Yanzhen Qu, Tianqi Han, Xujun Ge, An Zeng, Enhancing the robustness of recommender systems against spammers, PLOS ONE 13, 11 (2018).

[6] Jin Liu, Jian Li, Yadang Chen, Xianyi Chen, Zhili Zhou, Zejun Yang, Cheng-Jun Zhang(*),Modeling complex networks with accelerating growth and aging effect, Physics Letters A, 383, 13 (2018).

[7] Cheng-Jun Zhang, Denghui Xia, Chao Zheng, Jianyong Wei, Yu Cui, Yanzhen Qu, Fangzhou Liao, Automatic Identification of Coronary Arteries in Coronary Computed Tomographic Angiography, IEEE Access, vol. 8, pp. 65566-65572 (2020).

[8] Zejun Yang, Denghui Xia, Jin Liu, Chao Zheng, Yanzhen Qu, Yadang Chen, Cheng-Jun Zhang(*), Fusion of internal similarity to improve the accuracy of recommendation algorithm, Journal on Internet of Things, 2, 65 (2021). 

[9] Denghui Xia, Qi Li, Yi Lei, Xinyu Shen, Ming Qian, Cheng-Jun Zhang(*), Extreme vulnerability of high-order organization in complex networks, Physics Letters A, 424, 127829 (2022).

[10] Wenbin Yu, Fei Chen, Zeyu Xu, Yifan Zhang, Alex X. Liu, Cheng-Jun Zhang(*), Multi-Access Channel Based on Quantum Detection in Wireless Optical Communication, Entropy, 24, 1044 (2022).

[11] Cheng-Jun Zhang, Yi Lei, Xinyu Shen, Qi Li, Hui Yao, Di Cheng, Yifan Xie, and Wenbin Yu, Fragility Induced by Interdependency of Complex Networks and Their Higher-Order Networks. Entropy, 25, 22 (2023).

[12] Wenbin Yu, Yuhao Chen, Cheng-Jun Zhang(*), Yadang Chen, Hongyu Wei, Zongyuan Chen, Yifan Zhang, A Software Architecting for Quantum Machine Learning Platform in Noisy Intermediate-Scale Quantum Era, Preprint, (2023).

[13] Cheng-Jun Zhang, Qi Li, Yi Lei, Ming Qian, Xinyu Shen, Di Cheng, and Wenbin Yu, The Absence of a Weak-Tie Effect When Predicting Large-Weight Links in Complex Networks, Entropy, 25, 422 (2023).

[14] Cheng-Jun Zhang, Ming Qian, Xinyu Shen, Qi Li, Yi Lei, and Wenbin Yu, Bimodal accuracy distribution of link prediction in complex networks, International Journal of Modern Physics C, 34, 2350098 (2023).

[15] Cheng-Jun Zhang, Hao Yang, Wenbin Yu, Yadang Chen, Yi Lei, Hui Yao, Yifan Xie, Robustness of Higher-low Order Networks with Adjustable Coupling Strength, International Journal of Modern Physics C, (2023).

[16] Wenbin Yu, Suxun Wang, Cheng-Jun Zhang, Yadang Chen, Xinyu Sheng, Yu Yao, Jie Liu, Gaoping Liu, Integrating Spatio-Temporal and Generative Adversarial Networks for Enhanced Nowcasting Performance. Remote Sensing, 15, 3720 (2023).

[17] Cheng-Jun Zhang, Yifan Xie, Yadang Chen, Wenbin Yu, Gaofeng Xiang, Peijun Zhao, Yi Lei, Improving Robustness of High-Low-Order Coupled Networks against Malicious Attacks Based on a Simulated Annealing Algorithm, Entropy, 26, 8 (2024).

[18] Chunlin Zheng, Yonglin Hu, Cheng-Jun Zhang(*), Wenbin Yu, Hui Yao, Yangsong Li, Cheng Fan, Xiaolin Cen, Optimizing the robustness of higher-low order coupled networks, PLOS ONE 19, e0298439 (2024).

[19] Wenbin Yu, Lei Yin, Cheng-Jun Zhang(*), Yadang Chen, Alex X. Liu, Application of Quantum Recurrent Neural Network in Low Resource Language Text Classification, IEEE Transactions on Quantum Engineering, online, DOI: 10.1109/TQE.2024.3373903 (2024).

荣誉:

其他学术成就: