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陈壮志

 

个人简介:

陈壮志 网络空间安全研究院科研人员、博士后。浙江工业大学控制科学与工程博士,加州大学戴维斯分校访问学者。从事无线人工智能技术、人工智能安全方向研究。参与国家自然科学基金联合重点、浙江省重点尖兵等项目3项。近年来在IEEE TIEIEEE TCCNIEEE TNSEICSEFSE等期刊/会议发表论文近10篇,其中一作或通讯4篇,授权发明专利1项。


工作经历:

2022.09-至今 浙江工业大学,网络空间安全研究院,博士后

2019.11-2020.07-美国加州大学戴维斯分校,计算机科学系,访问学者


教育经历:

2017.09-2022.06 浙江工业大学, 控制科学与工程,博士/硕博连读

2013.09-2017.06 浙江工业大学,电气工程及其自动化,学士/本科


个人主页: https://scholar.google.com/citations?user=iEdDH3kAAAAJ&hl=en


论文发表:

  1. Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, and Xiaoniu Yang. "SigNet: A Novel Deep Learning Framework for Radio Signal Classification." IEEE Transactions on Cognitive Communications and Networking, 2021.(IF=6.359)

  2.  Zhuangzhi Chen, Jingyang Xiang, Yao Lu, Qi Xuan, Zhen Wang and Xiaoniu Yang. "RGP: Neural Network Pruning through Its Regular Graph Structure." arXiv preprint arXiv:2110.15192, 2021. (审稿中)

  3.  Xinjie Xu*, Zhuangzhi Chen*, Dongwei Xu, Huaji Zhou, Shanqing Yu, Shilian Zheng, Qi Xuan and Xiaoniu Yang. “Mixing Signals: Data Augmentation Approach for Deep Learning Based Modulation Recognition.” arXiv preprint arXiv:2204.03737, 2022.(审稿中)

  4.  Qi Xuan, Jinchao Zhou, Kunfeng Qiu, Zhuangzhi Chen*, Dongwei Xu, Shilian Zheng, and Xiaoniu Yang. "Adaptive Visibility Graph Neural Network and its Application in Modulation Classification." IEEE Transactions on Network Science and Engineering, 2021. (Corresponding Author IF=5.033)

  5. Qi Xuan, Zhuangzhi Chen, Yi Liu, Huimin Huang, Guanjun Bao, and Dan Zhang. "Multiview generative adversarial network and its application in pearl classification." IEEE Transactions on Industrial Electronics, 2018.(IF=8.162)

  6. Yun Xiang, Zhuangzhi Chen, Zuohui Chen, Zebin Fang, Haiyang Hao, Jinyin Chen, Yi Liu, Zhefu Wu, Qi Xuan, and Xiaoniu Yang. "Open dnn box by power side-channel attack." IEEE Transactions on Circuits and Systems II: Express Briefs 67, 2020. (IF=3.691)

  7. LikangYin, Zhunagzhi Chen, Qi Xuan, and Vladimir Filkov. "Sustainability Forecasting for Apache Incubator Projects." ACM SIGSOFT Symposium on the Foundation of Software Engineering/ European Software Engineering Conference, 2021.

  8. Dongwei Xu, Hao Yang, Chuntao Gu, Zhuangzhi Chen, Qi Xuan, and Xiaoniu Yang. "Adversarial Examples Detection of Radio Signals Based on Multifeature Fusion." IEEE Transactions on Circuits and Systems II: Express Briefs, 2021. (IF=3.691)

  9.  Zuohui Chen, Tony Zhang, Zhuangzhi Chen, Yun Xiang, Qi Xuan, and Robert P. Dick. "HVAQ: A High-Resolution Vision-Based Air Quality Dataset." IEEE Transactions on Instrumentation and Measurement, 2021. (IF=4.016)

  10. Jinyin Chen, Keke Hu, Yue Yu, Zhuangzhi Chen, Qi Xuan, Yi Liu, and Vladimir Filkov. "Software visualization and deep transfer learning for effective software defect prediction." In Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering, 2020.

  11. Kunfeng Qiu, Jinchao Zhou, Hui Cui, Zhuangzhi Chen, Shilian Zheng, and Qi Xuan. "Time Series Classification Based on Complex Network”, 2021. In: Xuan, Q., Ruan, Z., Min, Y. (eds) Graph Data Mining. Big Data Management. Springer, Singapore. https://doi.org/10.1007/978-981-16-2609-8_10.


联系邮箱:zzch@zjut.edu.cn