| 2025 | VTC | Open-Set Automatic Modulation Classification Using Deep Metric Learning and Openmax. | Chen Ai, Weiqi Sun, Xixi Zhang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, Guan Gui |
| 2024 | VTC | Efficient Modulation Recognition with Minimal Samples Leveraging Architecture Search and Knowledge Transfer in Combined Radar-Communication Environments. | Xixi Zhang, Gejiacheng Lu, Juzhen Wang, Yu Wang, Yun Lin, Guan Gui |
| 2023 | INFOCOM | Radio Frequency Signal Dataset Generation Based on LTE System and Variable Channels. | Shupeng Zhang, Yibin Zhang, Xixi Zhang, Yang Peng, Jinlong Sun, Guan Gui, Tomoaki Ohtsuki |
| 2023 | VTC | NASEI: Neural Architecture Search-Based Specific Emitter Identification Method. | Yuxuan Huang, Xixi Zhang, Yu Wang, Donglai Jiao, Guan Gui, Tomoaki Ohtsuki |
| 2022 | VTC | Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning. | Hanyi Guo, Xixi Zhang, Yu Wang, Bamidele Adebisi, Haris Gacanin, Guan Gui |
| 2022 | VTC | Multi-Agent Reinforcement Learning Aided Resources Allocation Method in Vehicular Networks. | Yuxin Ji, Xixi Zhang, Yu Wang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, Guan Gui |
| 2022 | VTC | Joint Placement and Passive Beamforming Design for Aerial Reconfigurable Intelligent Surface Enhanced NOMA Systems. | Zhipeng Kong, Haitao Zhao, Yiyang Ni, Hao Huang, Xixi Zhang |
| 2022 | VTC | A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search. | Yunxiao Shi, Xixi Zhang, Zhengran He, Jie Yang |
| 2022 | VTC | Data Augmentation Aided Few-Shot Learning for Specific Emitter Identification. | Xixi Zhang, Yu Wang, Yibin Zhang, Yun Lin, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari |
| 2022 | VTC | Unsupervised Learning for Energy Efficient Power Allocation in Ultra-Reliable and Low-Latency Communications. | Haitao Zhao, Bangning Xu, Qin Wang, Hao Huang, Xixi Zhang |
| 2021 | WCNC | Differentiable Architecture Search-Based Automatic Modulation Classification. | Xun Wei, Wang Luo, Xixi Zhang, Jie Yang, Guan Gui, Tomoaki Ohtsuki |