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Xixi Zhang
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NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems
X Zhang, H Zhao, H Zhu, B Adebisi, G Gui, H Gacanin, F Adachi
IEEE Transactions on Cognitive Communications and Networking 8 (3), 1374-1386, 2022
662022
An Automatic and Efficient Malware Traffic Classification Method for Secure Internet of Things
X Zhang, L Hao, G Gui, Y Wang, B Adebisi, H Sari
IEEE Internet of Things Journal, 2024
172024
Lightweight Automatic Modulation Classification via Progressive Differentiable Architecture Search
X Zhang, X Chen, Y Wang, G Gui, B Adebisi, H Sari, F Adachi
IEEE Transactions on Cognitive Communicationsand Networking, 2023
152023
Differentiable architecture search-based automatic modulation classification
X Wei, W Luo, X Zhang, J Yang, G Gui, T Ohtsuki
2021 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2021
102021
A Robust CSI-based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning
Z He, X Zhang, Y Wang, Y Lin, G Gui, H Gacanin
IEEE Internet of Things Journal, 2023
82023
Data Augmentation Aided Few-Shot Learning for Specific Emitter Identification
X Zhang, Y Wang, Y Zhang, L Yun, G Gui, O Tomoaki, S Hikmet
2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), pp. 1-5, 2022
82022
Automatic classification and recognition method based on partially-connected differentiable architecture search for ISAC systems
X Zhang, M Tao, T Tang, J Yang
2021 13th International Symposium on Antennas, Propagation and EM Theory …, 2021
62021
A comprehensive survey of deep learning-based automatic modulation recognition methods
X Zhang, Y Wang, Y Lin, G Gui
Radio Communication Technology 48 (4), pp. 697-710, 2022
52022
Self-Supervised Learning Malware Traffic Classification Based On Masked Auto-Encoder
K Xu, X Zhang, Y Wang, T Ohtsuki, B Adebisi, H Sari, G Gui
IEEE Internet of Things Journal, 2024
22024
Enhanced few-shot malware traffic classification via integrating knowledge transfer with neural architecture search
X Zhang, Q Wang, M Qin, Y Wang, T Ohtsuki, B Adebisi, H Sari, G Gui
IEEE Transactions on Information Forensics and Security, 2024
22024
Advancing Malware Detection in Network Traffic With Self-Paced Class Incremental Learning
X Xu, X Zhang, Q Zhang, Y Wang, B Adebisi, T Ohtsuki, H Sari, G Gui
IEEE Internet of Things Journal, 2024
12024
Few-Shot Automatic Modulation Classification Using Architecture Search and Knowledge Transfer in Radar-Communication Coexistence Scenarios
X Zhang, Y Wang, H Hao, Y Lin, H Zhao, G Gui
IEEE Internet of Things Journal, 2024
2024
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