Deep Learning-Based Automatic Safety Detection System for Crack Detection. - Quan Chen; Xi-Xi Zhang 001; Yu Chen; Wei Jiang; Guan Gui 001; Hikmet Sari (DSA, 2020)

Lightweight Convolutional Neural Network-Based Method for Crane Safety Inspection. - Wei Jiang; Tianliang Liu; Yu Chen; Quan Chen; Xi-Xi Zhang 001; Guan Gui 001 (DSA, 2020)

Implementation of Mesh Flying Ad-hoc Network For Emergency Communication Systems. - Yuzhi Zhou; Xi-Xi Zhang 001; Jinlong Sun; Jie Yang 027; Guan Gui 001 (DSA, 2020)

Differentiable Architecture Search-Based Automatic Modulation Classification. - Xun Wei; Wang Luo; Xixi Zhang 001; Jie Yang 027; Guan Gui 001; Tomoaki Ohtsuki (WCNC, 2021)

Self-evolving Malware Detection for Cyber Security using Network Traffic and Incremental Learning. - Xiaohu Xu; Yifei Liang; Xixi Zhang 001; Yu Wang 078; Yun Lin 005; Bamidele Adebisi; Haris Gacanin; Guan Gui 001 (DSA, 2022)

Progressive Differentiable Architecture Search Based Automatic Modulation Classification Method. - Xiaofeng Chen; Xixi Zhang 001; Yu Wang 078; Jie Yang 027; Guan Gui 001; Hikmet Sari (PAAP, 2022)

Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning. - Hanyi Guo; Xixi Zhang 001; Yu Wang 078; Bamidele Adebisi; Haris Gacanin; Guan Gui 001 (VTC Fall, 2022)

Multi-Agent Reinforcement Learning Aided Resources Allocation Method in Vehicular Networks. - Yuxin Ji; Xixi Zhang 001; Yu Wang 078; Haris Gacanin; Hikmet Sari; Fumiyuki Adachi; Guan Gui 001 (VTC Fall, 2022)

Joint Placement and Passive Beamforming Design for Aerial Reconfigurable Intelligent Surface Enhanced NOMA Systems. - Zhipeng Kong; Haitao Zhao 004; Yiyang Ni; Hao Huang 008; Xixi Zhang 001 (VTC Fall, 2022)

A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search. - Yunxiao Shi; Xixi Zhang 001; Zhengran He; Jie Yang 027 (VTC Fall, 2022)

Data Augmentation Aided Few-Shot Learning for Specific Emitter Identification. - Xixi Zhang 001; Yu Wang 078; Yibin Zhang; Yun Lin 005; Guan Gui 001; Tomoaki Ohtsuki; Hikmet Sari (VTC Fall, 2022)

Unsupervised Learning for Energy Efficient Power Allocation in Ultra-Reliable and Low-Latency Communications. - Haitao Zhao 004; Bangning Xu; Qin Wang 002; Hao Huang 008; Xixi Zhang 001 (VTC Fall, 2022)

NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems. - Xixi Zhang 001; Haitao Zhao 004; Hongbo Zhu 002; Bamidele Adebisi; Guan Gui 001; Haris Gacanin; Fumiyuki Adachi (IEEE Trans. Cogn. Commun. Netw., 2022)

Semi-Supervised Malware Traffic Classification Via Consistency Regularization and Pseudo-Labeling. - Qianlong Jiao; Xixi Zhang 001; Weijie Zhang; Fucheng Miao; Tomoaki Ohtsuki; Bamidele Adebisi; Yu Wang 078; Guan Gui 001 (ICCT, 2023)

A Few-Shot Malware Traffic Classification Method Using Knowledge Transfer Learning. - Maoyang Qin; Xixi Zhang 001; Yu Wang 078; Tomoaki Ohtsuki; Hikmet Sari; Guan Gui 001 (ICCT, 2023)

Radio Frequency Signal Dataset Generation Based on LTE System and Variable Channels. - Shupeng Zhang; Yibin Zhang; Xixi Zhang 001; Yang Peng; Jinlong Sun; Guan Gui 001; Tomoaki Ohtsuki (INFOCOM Workshops, 2023)

NASEI: Neural Architecture Search-Based Specific Emitter Identification Method. - Yuxuan Huang; Xixi Zhang 001; Yu Wang 078; Donglai Jiao; Guan Gui 001; Tomoaki Ohtsuki (VTC2023-Spring, 2023)

Intelligent Unsupervised Network Traffic Classification Method Using Adversarial Training and Deep Clustering for Secure Internet of Things. - Weijie Zhang; Lanping Zhang; Xixi Zhang 001; Yu Wang 078; Pengfei Liu; Guan Gui 001 (Future Internet, 2023)

Fast Localizing for Anonymous UAVs Oriented Toward Polarized Massive MIMO Systems. - Fangqing Wen; Dong Ren; Xixi Zhang 001; Guan Gui 001; Bamidele Adebisi; Hikmet Sari; Fumiyuki Adachi (IEEE Internet Things J., 2023)

A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning. - Zhengran He; Xixi Zhang 001; Yu Wang 078; Yun Lin 005; Guan Gui 001; Haris Gacanin (IEEE Internet Things J., 2023)

Lightweight Automatic Modulation Classification via Progressive Differentiable Architecture Search. - Xixi Zhang 001; Xiaofeng Chen; Yu Wang 078; Guan Gui 001; Bamidele Adebisi; Hikmet Sari; Fumiyuki Adachi (IEEE Trans. Cogn. Commun. Netw., 2023)

Efficient Modulation Recognition with Minimal Samples Leveraging Architecture Search and Knowledge Transfer in Combined Radar-Communication Environments. - Xixi Zhang 001; Gejiacheng Lu; Juzhen Wang; Yu Wang 078; Yun Lin 005; Guan Gui 001 (VTC Spring, 2024)

An Automatic and Efficient Malware Traffic Classification Method for Secure Internet of Things. - Xixi Zhang 001; Liang Hao; Guan Gui 001; Yu Wang 078; Bamidele Adebisi; Hikmet Sari (IEEE Internet Things J., 2024)

Enhanced Few-Shot Malware Traffic Classification via Integrating Knowledge Transfer With Neural Architecture Search. - Xixi Zhang 001; Qin Wang 002; Maoyang Qin; Yu Wang 078; Tomoaki Ohtsuki; Bamidele Adebisi; Hikmet Sari; Guan Gui 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Self-Supervised Learning Malware Traffic Classification Based on Masked Autoencoder. - Ke Xu; Xixi Zhang 001; Yu Wang 078; Tomoaki Ohtsuki; Bamidele Adebisi; Hikmet Sari; Guan Gui 001 (IEEE Internet Things J., 2024)

Advancing Malware Detection in Network Traffic With Self-Paced Class Incremental Learning. - Xiaohu Xu; Xi-Xi Zhang 001; Qianyun Zhang 001; Yu Wang 078; Bamidele Adebisi; Tomoaki Ohtsuki; Hikmet Sari; Guan Gui 001 (IEEE Internet Things J., 2024)

Few-Shot Automatic Modulation Classification Using Architecture Search and Knowledge Transfer in Radar-Communication Coexistence Scenarios. - Xixi Zhang 001; Yu Wang 078; Hao Huang 008; Yun Lin 005; Haitao Zhao 004; Guan Gui 001 (IEEE Internet Things J., 2024)

Low-Resource Scenario Classification Through Model Pruning Toward Refined Edge Intelligence. - Xiaofeng Shan; Jie Wang 024; Xinyun Yan; Chishe Wang; Xixi Zhang 001; Guan Gui 001; Hikmet Sari (IEEE Internet Things J., 2024)

Malware Traffic Classification via Expandable Class Incremental Learning With Architecture Search. - Xixi Zhang 001; Yu Wang 078; Tomoaki Ohtsuki; Guan Gui 001; Chau Yuen; Marco Di Renzo; Hikmet Sari (IEEE Trans. Inf. Forensics Secur., 2025)