| 2025 | GLOBECOM | A Cross-scenario Wireless Sensing Method Based on Incremental Learning and EWCLoss Using WiFi CSI. | Zhengran He, Mondher Bouazizi, Yue Yin, Tomoaki Ohtsuki |
| 2024 | GLOBECOM | A CSI-based Cross-subject Transfer Learning Method Using Network Freezing. | Zhengran He, Mondher Bouazizi, Tomoaki Ohtsuki |
| 2022 | GLOBECOM | Graph Convolutional Network Empowered Indoor Localization Method via Aggregating MIMO CSI. | Hao Gu, Jun Yang, Zhengran He, Guan Gui, Haris Gacanin |
| 2022 | GLOBECOM | A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM. | Zhengran He, Guozhen Xu, Siyuan Xu, Yu Wang, Guan Gui, Haris Gacanin, Fumiyuki Adachi |
| 2022 | VTC | A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search. | Yunxiao Shi, Xixi Zhang, Zhengran He, Jie Yang |
| 2022 | VTC | Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning. | Siyuan Xu, Zhengran He, Wenjuan Shi, Yu Wang, Tomoaki Ohtsuki, Guan Gui |
| 2022 | VTC | An Automatic Pavement Crack Detection System with FocusCrack Dataset. | Xinyun Yan, Shang Shi, Xiaohu Xu, Zhengran He, Xiaofeng Zhou, Chishe Wang, Zhiyi Lu |
| 2021 | VTC | Fast Beamforming Design Method for IRS-Aided mmWave MISO Systems. | Zhengran He, Hao Huang, Jie Yang, Guan Gui, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin |
| 2021 | WCNC | Downlink Channel State Information Limited Feedback Using Fully Convolutional Network. | Guanghui Fan, Zhengran He, Jinlong Sun, Guan Gui, Haris Gacanin, Bamidele Adebisi |
| 2021 | WCNC | Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback. | Jun Zeng, Zhengran He, Jinlong Sun, Bamidele Adebisi, Haris Gacanin, Guan Gui, Fumiyuki Adachi |