| 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 | 112 | 2022 |
| 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 Communications and Networking 9 (6), 1519-1530, 2023 | 54 | 2023 |
| 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 10 (19), 17490-17499, 2023 | 53 | 2023 |
| 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 19, 5245-5256, 2024 | 29 | 2024 |
| Self-supervised learning malware traffic classification based on masked autoencoder K Xu, X Zhang, Y Wang, T Ohtsuki, B Adebisi, H Sari, G Gui IEEE Internet of Things Journal 11 (10), 17330-17340, 2024 | 25 | 2024 |
| Deep complex-valued convolutional neural network for drone recognition based on RF fingerprinting J Yang, H Gu, C Hu, X Zhang, G Gui, H Gacanin Drones 6 (12), 374, 2022 | 23 | 2022 |
| Few-Shot Automatic Modulation Classification Using Architecture Search and Knowledge Transfer in Radar–Communication Coexistence Scenarios X Zhang, Y Wang, H Huang, Y Lin, H Zhao, G Gui IEEE Internet of Things Journal 11 (19), 32067-32078, 2024 | 22 | 2024 |
| Data augmentation aided few-shot learning for specific emitter identification X Zhang, Y Wang, Y Zhang, Y Lin, G Gui, H Sari 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), 1-5, 2022 | 20 | 2022 |
| 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 11 (12), 21816-21826, 2024 | 14 | 2024 |
| 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 | 13 | 2021 |
| Fast localizing for anonymous UAVs oriented toward polarized massive MIMO systems F Wen, D Ren, X Zhang, G Gui, B Adebisi, H Sari, F Adachi IEEE Internet of Things Journal 10 (22), 20094-20106, 2023 | 12 | 2023 |
| A comprehensive survey of deep learning-based automatic modulation recognition methods X Zhang, Y Wang, Y Lin, G Gui Radio Commun. Technol 48 (4), 697-710, 2022 | 11 | 2022 |
| Few-shot malware traffic classification method using network traffic and meta transfer learning H Guo, X Zhang, Y Wang, B Adebisi, H Gacanin, G Gui 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), 1-5, 2022 | 10 | 2022 |
| 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 | 8 | 2021 |
| Implementation of mesh flying ad-hoc network for emergency communication systems Y Zhou, XX Zhang, J Sun, J Yang, G Gui 2020 7th International Conference on Dependable Systems and Their …, 2020 | 8 | 2020 |
| Self-evolving malware detection for cyber security using network traffic and incremental learning X Xu, Y Liang, X Zhang, Y Wang, Y Lin, B Adebisi, H Gacanin, G Gui 2022 9th International Conference on Dependable Systems and Their …, 2022 | 7 | 2022 |
| Deep learning-based automatic safety detection system for crack detection Q Chen, XX Zhang, Y Chen, W Jiang, G Gui, H Sari 2020 7th International Conference on Dependable Systems and Their …, 2020 | 6 | 2020 |
| Intelligent Unsupervised Network Traffic Classification Method Using Adversarial Training and Deep Clustering for Secure Internet of Things W Zhang, L Zhang, X Zhang, Y Wang, P Liu, G Gui Future Internet 15 (9), 298, 2023 | 4 | 2023 |
| Radio Frequency Signal Dataset Generation Based on LTE System and Variable Channels S Zhang, Y Zhang, X Zhang, Y Peng, J Sun, G Gui, T Ohtsuki IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023 | 4 | 2023 |
| A novel malware traffic classification method based on differentiable architecture search Y Shi, X Zhang, Z He, J Yang 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), 1-5, 2022 | 4 | 2022 |
Guan Gui (桂冠)IEEE Fellow, Highly Cited Researcher, Professor at NJUPTVerified email at njupt.edu.cn
