Zhengran He

According to our database, Zhengran He authored at least 18 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Neural Approaches to Wi-Fi CSI-Based Human Activity Recognition: Architectures and Generalization.

Zhengran He, Yue Yin, Mondher Bouazizi, Tomoaki Ohtsuki, Dusit Niyato, Guan Gui

IEEE Trans. Cogn. Commun. Netw., 2026

Deep Elicitation-Adapted Neural Network for Cross-Elicitation Speech-Based Depression Detection.

Zhengran He, Mengyao Xu, Kaifei Zhang, Feng Zhou, Chuangao Tang, Yuan Zong, Cheng Lu

IEICE Trans. Inf. Syst., 2026

2025

Robust Cross-Scenario WiFi Wireless Sensing Using Incremental Learning and Elastic Weight Consolidation Loss.

Zhengran He, Mondher Bouazizi, Yue Yin, Guan Gui, Tomoaki Ohtsuki

IEEE Internet Things J., July, 2025

A Cross-Subject Transfer Learning Method for CSI-Based Wireless Sensing.

Zhengran He, Mondher Bouazizi, Guan Gui, Tomoaki Ohtsuki

IEEE Internet Things J., July, 2025

IDSSCNN-XgBoost: Improved Dual-Stream Shallow Convolutional Neural Network Based on Extreme Gradient Boosting Algorithm for Micro Expression Recognition.

Adnan Ahmad, Irfan Tariq, Zhengran He, Zhao Li

Comput. Mater. Continua, 2025

A Cross-scenario Wireless Sensing Method Based on Incremental Learning and EWCLoss Using WiFi CSI.

Zhengran He, Mondher Bouazizi, Yue Yin, Tomoaki Ohtsuki

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

A CSI-based Cross-subject Transfer Learning Method Using Network Freezing.

Zhengran He, Mondher Bouazizi, Tomoaki Ohtsuki

Proceedings of the 2024 IEEE Global Communications Conference, 2024

2023

A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning.

Zhengran He, Xixi Zhang, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin

IEEE Internet Things J., October, 2023

A Lightweight Road Crack and Damage Detection Method Using Yolov5s for IoT Applications.

Youxiang Huang, Xiaohu Xu, Zhengran He, Yu Wang, Zhiyi Lu, Feng Shi, Hong Wan, Guan Gui

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

2022

A Lightweight Pedestrian Intrusion Detection and Warning Method for Intelligent Traffic Security.

Xinyun Yan, Zhengran He, Youxiang Huang, Xiaohu Xu, Jie Wang, Xiaofeng Zhou, Chishe Wang, Zhiyi Lu

KSII Trans. Internet Inf. Syst., 2022

An Automatic Pavement Crack Detection System with FocusCrack Dataset.

Xinyun Yan, Shang Shi, Xiaohu Xu, Zhengran He, Xiaofeng Zhou, Chishe Wang, Zhiyi Lu

Proceedings of the 96th Vehicular Technology Conference, 2022

Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning.

Siyuan Xu, Zhengran He, Wenjuan Shi, Yu Wang, Tomoaki Ohtsuki, Guan Gui

Proceedings of the 96th Vehicular Technology Conference, 2022

A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search.

Yunxiao Shi, Xixi Zhang, Zhengran He, Jie Yang

Proceedings of the 96th Vehicular Technology Conference, 2022

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

Proceedings of the IEEE Global Communications Conference, 2022

Graph Convolutional Network Empowered Indoor Localization Method via Aggregating MIMO CSI.

Hao Gu, Jun Yang, Zhengran He, Guan Gui, Haris Gacanin

Proceedings of the IEEE Global Communications Conference, 2022

2021

Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback.

Jun Zeng, Zhengran He, Jinlong Sun, Bamidele Adebisi, Haris Gacanin, Guan Gui, Fumiyuki Adachi

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Downlink Channel State Information Limited Feedback Using Fully Convolutional Network.

Guanghui Fan, Zhengran He, Jinlong Sun, Guan Gui, Haris Gacanin, Bamidele Adebisi

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Fast Beamforming Design Method for IRS-Aided mmWave MISO Systems.

Zhengran He, Hao Huang, Jie Yang, Guan Gui, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin

Proceedings of the 94th IEEE Vehicular Technology Conference, 2021