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Journal Articles
- 2024
[j10]Dongwei Xu
, Jiangpeng Li, Zhuangzhi Chen, Qi Xuan, Weiguo Shen, Xiaoniu Yang:
Imperceptible UAPs for Automatic Modulation Classification Based on Deep Learning. IEEE Trans. Circuits Syst. II Express Briefs 71(2): 987-991 (2024)- [j9]Zhuangzhi Chen, Zhangwei Wang, Xuzhang Gao, Jinchao Zhou, Dongwei Xu, Shilian Zheng, Qi Xuan, Xiaoniu Yang:
Channel Pruning Method for Signal Modulation Recognition Deep Learning Models. IEEE Trans. Cogn. Commun. Netw. 10(2): 442-453 (2024) - [j8]Zhuangzhi Chen, Zhangwei Wang, Dongwei Xu, Jiawei Zhu, Weiguo Shen, Shilian Zheng, Qi Xuan, Xiaoniu Yang:
Learn to Defend: Adversarial Multi-Distillation for Automatic Modulation Recognition Models. IEEE Trans. Inf. Forensics Secur. 19: 3690-3702 (2024) - [j7]Zhuangzhi Chen, Jingyang Xiang, Yao Lu, Qi Xuan, Zhen Wang, Guanrong Chen, Xiaoniu Yang:
RGP: Neural Network Pruning Through Regular Graph With Edges Swapping. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14671-14683 (2024) - 2022
- [j6]Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang:
SigNet: A Novel Deep Learning Framework for Radio Signal Classification. IEEE Trans. Cogn. Commun. Netw. 8(2): 529-541 (2022) - [j5]Qi Xuan, Jinchao Zhou, Kunfeng Qiu, Zhuangzhi Chen, Dongwei Xu, Shilian Zheng, Xiaoniu Yang:
AvgNet: Adaptive Visibility Graph Neural Network and Its Application in Modulation Classification. IEEE Trans. Netw. Sci. Eng. 9(3): 1516-1526 (2022) - 2021
- [j4]Dongwei Xu, Hao Yang, Chuntao Gu, Zhuangzhi Chen, Qi Xuan, Xiaoniu Yang:
Adversarial Examples Detection of Radio Signals Based on Multifeature Fusion. IEEE Trans. Circuits Syst. II Express Briefs 68(12): 3607-3611 (2021) - [j3]Zuohui Chen, Tony Zhang, Zhuangzhi Chen, Yun Xiang, Qi Xuan, Robert P. Dick:
HVAQ: A High-Resolution Vision-Based Air Quality Dataset. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - 2020
- [j2]Yun Xiang, Zhuangzhi Chen, Zuohui Chen, Zebin Fang, Haiyang Hao, Jinyin Chen, Yi Liu, Zhefu Wu, Qi Xuan, Xiaoniu Yang:
Open DNN Box by Power Side-Channel Attack. IEEE Trans. Circuits Syst. 67-II(11): 2717-2721 (2020) - 2019
- [j1]Qi Xuan, Zhuangzhi Chen, Yi Liu, Huimin Huang, Guanjun Bao, Dan Zhang:
Multiview Generative Adversarial Network and Its Application in Pearl Classification. IEEE Trans. Ind. Electron. 66(10): 8244-8252 (2019)
Conference and Workshop Papers
- 2024
- [c3]Jingyang Xiang, Siqi Li, Junhao Chen, Zhuangzhi Chen, Tianxin Huang, Linpeng Peng, Yong Liu:
MaxQ: Multi-Axis Query for N: m Sparsity Network. CVPR 2024: 15845-15854 - 2021
- [c2]Likang Yin, Zhuangzhi Chen, Qi Xuan, Vladimir Filkov:
Sustainability forecasting for Apache incubator projects. ESEC/SIGSOFT FSE 2021: 1056-1067 - 2020
- [c1]Jinyin Chen, Keke Hu, Yue Yu, Zhuangzhi Chen, Qi Xuan, Yi Liu, Vladimir Filkov:
Software visualization and deep transfer learning for effective software defect prediction. ICSE 2020: 578-589
Informal and Other Publications
- 2023
- [i9]Jingyang Xiang, Siqi Li, Junhao Chen, Zhuangzhi Chen, Tianxin Huang, Linpeng Peng, Yong Liu:
MaxQ: Multi-Axis Query for N: M Sparsity Network. CoRR abs/2312.07061 (2023) - [i8]Jingyang Xiang, Zhuangzhi Chen, Jianbiao Mei, Siqi Li, Jun Chen, Yong Liu:
CR-SFP: Learning Consistent Representation for Soft Filter Pruning. CoRR abs/2312.11555 (2023) - 2021
- [i7]Zuohui Chen, Tony Zhang, Zhuangzhi Chen, Yun Xiang, Qi Xuan, Robert P. Dick:
HVAQ: A High-Resolution Vision-Based Air Quality Dataset. CoRR abs/2102.09332 (2021) - [i6]Likang Yin, Zhuangzhi Chen, Qi Xuan, Vladimir Filkov:
Sustainability Forecasting for Apache Incubator Projects. CoRR abs/2105.14252 (2021) - [i5]Qi Xuan, Kunfeng Qiu, Jinchao Zhou, Zhuangzhi Chen, Dongwei Xu, Shilian Zheng, Xiaoniu Yang:
Adaptive Visibility Graph Neural Network and its Application in Modulation Classification. CoRR abs/2106.08564 (2021) - [i4]Zhuangzhi Chen, Jingyang Xiang, Yao Lu, Qi Xuan:
RGP: Neural Network Pruning through Its Regular Graph Structure. CoRR abs/2110.15192 (2021) - [i3]Yao Lu, Wen Yang, Yunzhe Zhang, Jinhuan Wang, Shengbo Gong, Zhuangzhi Chen, Zuohui Chen, Qi Xuan, Xiaoniu Yang:
Graph Modularity: Towards Understanding the Cross-Layer Transition of Feature Representations in Deep Neural Networks. CoRR abs/2111.12485 (2021) - 2020
- [i2]Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang:
SigNet: An Advanced Deep Learning Framework for Radio Signal Classification. CoRR abs/2011.03525 (2020) - 2019
- [i1]Yun Xiang, Zhuangzhi Chen, Zuohui Chen, Zebin Fang, Haiyang Hao, Jinyin Chen, Yi Liu, Zhefu Wu, Qi Xuan, Xiaoniu Yang:
Open DNN Box by Power Side-Channel Attack. CoRR abs/1907.10406 (2019)
Coauthor Index
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