Xixi Zhang

29 papers B 1Journal 14Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advanced Few-Shot Network Intrusion Detection Method Using Lightweight Transfer Learning.
IEEE Internet Things J.
Xixi Zhang, Yu Wang, Guangjie Han, Guan Gui
2025 J jnl
Enhancing Blind Digital Modulation Recognition With Transformer-Based Global Feature Extraction and Higher Order Statistics Denoising.
IEEE Internet Things J.
Zichen Huang, Xixi Zhang, Zhisheng Yao, Qin Wang, Yun Lin, Guan Gui
2025 J jnl
Malware Traffic Classification via Expandable Class Incremental Learning With Architecture Search.
IEEE Trans. Inf. Forensics Secur.
Xixi Zhang, Yu Wang, Tomoaki Ohtsuki, Guan Gui, Chau Yuen, Marco Di Renzo, Hikmet Sari
2025 — conf
Open-Set Automatic Modulation Classification Using Deep Metric Learning and Openmax.
VTC2025-Spring
Chen Ai, Weiqi Sun, Xixi Zhang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, Guan Gui
2025 J jnl
Ultralightweight AMC via Robust Geometric Median Filter Pruning for Edge IoT Devices.
IEEE Internet Things J.
Chunying Shi, Xixi Zhang, Tiantian Tang, Yu Wang, Guan Gui, Minho Jo
2024 J jnl
An Automatic and Efficient Malware Traffic Classification Method for Secure Internet of Things.
IEEE Internet Things J.
Xixi Zhang, Liang Hao, Guan Gui, Yu Wang, Bamidele Adebisi, Hikmet Sari
2024 — conf
Efficient Modulation Recognition with Minimal Samples Leveraging Architecture Search and Knowledge Transfer in Combined Radar-Communication Environments.
VTC Spring
Xixi Zhang, Gejiacheng Lu, Juzhen Wang, Yu Wang, Yun Lin, Guan Gui
2024 J jnl
Enhanced Few-Shot Malware Traffic Classification via Integrating Knowledge Transfer With Neural Architecture Search.
IEEE Trans. Inf. Forensics Secur.
Xixi Zhang, Qin Wang, Maoyang Qin, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Hikmet Sari, Guan Gui
2024 J jnl
Few-Shot Automatic Modulation Classification Using Architecture Search and Knowledge Transfer in Radar-Communication Coexistence Scenarios.
IEEE Internet Things J.
Xixi Zhang, Yu Wang, Hao Huang, Yun Lin, Haitao Zhao, Guan Gui
2024 J jnl
Low-Resource Scenario Classification Through Model Pruning Toward Refined Edge Intelligence.
IEEE Internet Things J.
Xiaofeng Shan, Jie Wang, Xinyun Yan, Chishe Wang, Xixi Zhang, Guan Gui, Hikmet Sari
2024 J jnl
Self-Supervised Learning Malware Traffic Classification Based on Masked Autoencoder.
IEEE Internet Things J.
Ke Xu, Xixi Zhang, Yu Wang, Tomoaki Ohtsuki, Bamidele Adebisi, Hikmet Sari, Guan Gui
2023 — conf
A Few-Shot Malware Traffic Classification Method Using Knowledge Transfer Learning.
ICCT
Maoyang Qin, Xixi Zhang, Yu Wang, Tomoaki Ohtsuki, Hikmet Sari, Guan Gui
2023 J jnl
A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning.
IEEE Internet Things J.
Zhengran He, Xixi Zhang, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin
2023 J jnl
Fast Localizing for Anonymous UAVs Oriented Toward Polarized Massive MIMO Systems.
IEEE Internet Things J.
Fangqing Wen, Dong Ren, Xixi Zhang, Guan Gui, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi
2023 J jnl
Intelligent Unsupervised Network Traffic Classification Method Using Adversarial Training and Deep Clustering for Secure Internet of Things.
Future Internet
Weijie Zhang, Lanping Zhang, Xixi Zhang, Yu Wang, Pengfei Liu, Guan Gui
2023 J jnl
Lightweight Automatic Modulation Classification via Progressive Differentiable Architecture Search.
IEEE Trans. Cogn. Commun. Netw.
Xixi Zhang, Xiaofeng Chen, Yu Wang, Guan Gui, Bamidele Adebisi, Hikmet Sari, Fumiyuki Adachi
2023 — conf
NASEI: Neural Architecture Search-Based Specific Emitter Identification Method.
VTC2023-Spring
Yuxuan Huang, Xixi Zhang, Yu Wang, Donglai Jiao, Guan Gui, Tomoaki Ohtsuki
2023 — conf
Radio Frequency Signal Dataset Generation Based on LTE System and Variable Channels.
INFOCOM Workshops
Shupeng Zhang, Yibin Zhang, Xixi Zhang, Yang Peng, Jinlong Sun, Guan Gui, Tomoaki Ohtsuki
2023 — conf
Semi-Supervised Malware Traffic Classification Via Consistency Regularization and Pseudo-Labeling.
ICCT
Qianlong Jiao, Xixi Zhang, Weijie Zhang, Fucheng Miao, Tomoaki Ohtsuki, Bamidele Adebisi, Yu Wang, Guan Gui
2022 — conf
A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search.
VTC Fall
Yunxiao Shi, Xixi Zhang, Zhengran He, Jie Yang
2022 — conf
Data Augmentation Aided Few-Shot Learning for Specific Emitter Identification.
VTC Fall
Xixi Zhang, Yu Wang, Yibin Zhang, Yun Lin, Guan Gui, Tomoaki Ohtsuki, Hikmet Sari
2022 — conf
Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning.
VTC Fall
Hanyi Guo, Xixi Zhang, Yu Wang, Bamidele Adebisi, Haris Gacanin, Guan Gui
2022 — conf
Joint Placement and Passive Beamforming Design for Aerial Reconfigurable Intelligent Surface Enhanced NOMA Systems.
VTC Fall
Zhipeng Kong, Haitao Zhao, Yiyang Ni, Hao Huang, Xixi Zhang
2022 — conf
Multi-Agent Reinforcement Learning Aided Resources Allocation Method in Vehicular Networks.
VTC Fall
Yuxin Ji, Xixi Zhang, Yu Wang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, Guan Gui
2022 J jnl
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems.
IEEE Trans. Cogn. Commun. Netw.
Xixi Zhang, Haitao Zhao, Hongbo Zhu, Bamidele Adebisi, Guan Gui, Haris Gacanin, Fumiyuki Adachi
2022 — conf
Progressive Differentiable Architecture Search Based Automatic Modulation Classification Method.
PAAP
Xiaofeng Chen, Xixi Zhang, Yu Wang, Jie Yang, Guan Gui, Hikmet Sari
2022 — conf
Self-evolving Malware Detection for Cyber Security using Network Traffic and Incremental Learning.
DSA
Xiaohu Xu, Yifei Liang, Xixi Zhang, Yu Wang, Yun Lin, Bamidele Adebisi, Haris Gacanin, Guan Gui
2022 — conf
Unsupervised Learning for Energy Efficient Power Allocation in Ultra-Reliable and Low-Latency Communications.
VTC Fall
Haitao Zhao, Bangning Xu, Qin Wang, Hao Huang, Xixi Zhang
2021 B conf
Differentiable Architecture Search-Based Automatic Modulation Classification.
WCNC
Xun Wei, Wang Luo, Xixi Zhang, Jie Yang, Guan Gui, Tomoaki Ohtsuki