Fast Beamforming Design Method for IRS-Aided mmWave MISO Systems. - Zhengran He; Hao Huang 008; Jie Yang 027; Guan Gui 001; Tomoaki Ohtsuki; Bamidele Adebisi; Haris Gacanin (VTC Fall, 2021)

Downlink Channel State Information Limited Feedback Using Fully Convolutional Network. - Guanghui Fan; Zhengran He; Jinlong Sun; Guan Gui 001; Haris Gacanin; Bamidele Adebisi (WCNC, 2021)

Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback. - Jun Zeng 005; Zhengran He; Jinlong Sun; Bamidele Adebisi; Haris Gacanin; Guan Gui 001; Fumiyuki Adachi (WCNC, 2021)

Graph Convolutional Network Empowered Indoor Localization Method via Aggregating MIMO CSI. - Hao Gu; Jun Yang 006; Zhengran He; Guan Gui 001; Haris Gacanin (GLOBECOM, 2022)

A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM. - Zhengran He; Guozhen Xu; Siyuan Xu; Yu Wang 078; Guan Gui 001; Haris Gacanin; Fumiyuki Adachi (GLOBECOM, 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)

Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning. - Siyuan Xu; Zhengran He; Wenjuan Shi; Yu Wang 078; Tomoaki Ohtsuki; Guan Gui 001 (VTC Fall, 2022)

An Automatic Pavement Crack Detection System with FocusCrack Dataset. - Xinyun Yan; Shang Shi; Xiaohu Xu; Zhengran He; Xiaofeng Zhou; Chishe Wang; Zhiyi Lu (VTC Fall, 2022)

A Lightweight Pedestrian Intrusion Detection and Warning Method for Intelligent Traffic Security. - Xinyun Yan; Zhengran He; Youxiang Huang; Xiaohu Xu; Jie Wang 024; Xiaofeng Zhou; Chishe Wang; Zhiyi Lu (KSII Trans. Internet Inf. Syst., 2022)

A Lightweight Road Crack and Damage Detection Method Using Yolov5s for IoT Applications. - Youxiang Huang; Xiaohu Xu; Zhengran He; Yu Wang 078; Zhiyi Lu; Feng Shi; Hong Wan; Guan Gui 001 (ICCC, 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)

A CSI-based Cross-subject Transfer Learning Method Using Network Freezing. - Zhengran He; Mondher Bouazizi; Tomoaki Ohtsuki (GLOBECOM, 2024)

A Cross-Subject Transfer Learning Method for CSI-Based Wireless Sensing. - Zhengran He; Mondher Bouazizi; Guan Gui 001; Tomoaki Ohtsuki (IEEE Internet Things J., 2025)

Robust Cross-Scenario WiFi Wireless Sensing Using Incremental Learning and Elastic Weight Consolidation Loss. - Zhengran He; Mondher Bouazizi; Yue Yin; Guan Gui 001; Tomoaki Ohtsuki (IEEE Internet Things J., 2025)