Zhengran He

18 papers B 6C 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Elicitation-Adapted Neural Network for Cross-Elicitation Speech-Based Depression Detection.
IEICE Trans. Inf. Syst.
Zhengran He, Mengyao Xu, Kaifei Zhang, Feng Zhou, Chuangao Tang, Yuan Zong, Cheng Lu
2026 J jnl
Neural Approaches to Wi-Fi CSI-Based Human Activity Recognition: Architectures and Generalization.
IEEE Trans. Cogn. Commun. Netw.
Zhengran He, Yue Yin, Mondher Bouazizi, Tomoaki Ohtsuki, Dusit Niyato, Guan Gui
2025 J jnl
A Cross-Subject Transfer Learning Method for CSI-Based Wireless Sensing.
IEEE Internet Things J.
Zhengran He, Mondher Bouazizi, Guan Gui, Tomoaki Ohtsuki
2025 B conf
A Cross-scenario Wireless Sensing Method Based on Incremental Learning and EWCLoss Using WiFi CSI.
GLOBECOM
Zhengran He, Mondher Bouazizi, Yue Yin, Tomoaki Ohtsuki
2025 J jnl
IDSSCNN-XgBoost: Improved Dual-Stream Shallow Convolutional Neural Network Based on Extreme Gradient Boosting Algorithm for Micro Expression Recognition.
Comput. Mater. Continua
Adnan Ahmad, Irfan Tariq, Zhengran He, Zhao Li
2025 J jnl
Robust Cross-Scenario WiFi Wireless Sensing Using Incremental Learning and Elastic Weight Consolidation Loss.
IEEE Internet Things J.
Zhengran He, Mondher Bouazizi, Yue Yin, Guan Gui, Tomoaki Ohtsuki
2024 B conf
A CSI-based Cross-subject Transfer Learning Method Using Network Freezing.
GLOBECOM
Zhengran He, Mondher Bouazizi, Tomoaki Ohtsuki
2023 C conf
A Lightweight Road Crack and Damage Detection Method Using Yolov5s for IoT Applications.
ICCC
Youxiang Huang, Xiaohu Xu, Zhengran He, Yu Wang, Zhiyi Lu, Feng Shi, Hong Wan, 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
2022 J jnl
A Lightweight Pedestrian Intrusion Detection and Warning Method for Intelligent Traffic Security.
KSII Trans. Internet Inf. Syst.
Xinyun Yan, Zhengran He, Youxiang Huang, Xiaohu Xu, Jie Wang, Xiaofeng Zhou, Chishe Wang, Zhiyi Lu
2022 — conf
A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search.
VTC Fall
Yunxiao Shi, Xixi Zhang, Zhengran He, Jie Yang
2022 B conf
A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM.
GLOBECOM
Zhengran He, Guozhen Xu, Siyuan Xu, Yu Wang, Guan Gui, Haris Gacanin, Fumiyuki Adachi
2022 — conf
An Automatic Pavement Crack Detection System with FocusCrack Dataset.
VTC Fall
Xinyun Yan, Shang Shi, Xiaohu Xu, Zhengran He, Xiaofeng Zhou, Chishe Wang, Zhiyi Lu
2022 — conf
Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning.
VTC Fall
Siyuan Xu, Zhengran He, Wenjuan Shi, Yu Wang, Tomoaki Ohtsuki, Guan Gui
2022 B conf
Graph Convolutional Network Empowered Indoor Localization Method via Aggregating MIMO CSI.
GLOBECOM
Hao Gu, Jun Yang, Zhengran He, Guan Gui, Haris Gacanin
2021 B conf
Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback.
WCNC
Jun Zeng, Zhengran He, Jinlong Sun, Bamidele Adebisi, Haris Gacanin, Guan Gui, Fumiyuki Adachi
2021 B conf
Downlink Channel State Information Limited Feedback Using Fully Convolutional Network.
WCNC
Guanghui Fan, Zhengran He, Jinlong Sun, Guan Gui, Haris Gacanin, Bamidele Adebisi
2021 — conf
Fast Beamforming Design Method for IRS-Aided mmWave MISO Systems.
VTC Fall
Zhengran He, Hao Huang, Jie Yang, Guan Gui, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin