Zhengran He

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 11

Top Topics

Convolutional Network

Ensemble Learning

Detection Method

Top Venues

IEEE Internet Things J.

Publications

Youxiang Huang, Xiaohu Xu, Zhengran He, Yu Wang, Zhiyi Lu, Feng Shi, Hong Wan, Guan Gui
A Lightweight Road Crack and Damage Detection Method Using Yolov5s for IoT Applications. ICCC (2023)
Zhengran He, Xixi Zhang, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin
A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning. IEEE Internet Things J. 10 (19) (2023)
Siyuan Xu, Zhengran He, Wenjuan Shi, Yu Wang, Tomoaki Ohtsuki, Guan Gui
Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning. VTC Fall (2022)
Xinyun Yan, Zhengran He, Youxiang Huang, Xiaohu Xu, Jie Wang, Xiaofeng Zhou, Chishe Wang, Zhiyi Lu
A Lightweight Pedestrian Intrusion Detection and Warning Method for Intelligent Traffic Security. KSII Trans. Internet Inf. Syst. 16 (12) (2022)
Hao Gu, Jun Yang, Zhengran He, Guan Gui, Haris Gacanin
Graph Convolutional Network Empowered Indoor Localization Method via Aggregating MIMO CSI. GLOBECOM (2022)
Yunxiao Shi, Xi-Xi Zhang, Zhengran He, Jie Yang
A Novel Malware Traffic Classification Method Based on Differentiable Architecture Search. VTC Fall (2022)
Zhengran He, Guozhen Xu, Siyuan Xu, Yu Wang, Guan Gui, Haris Gacanin, Fumiyuki Adachi
A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM. GLOBECOM (2022)
Xinyun Yan, Shang Shi, Xiaohu Xu, Zhengran He, Xiaofeng Zhou, Chishe Wang, Zhiyi Lu
An Automatic Pavement Crack Detection System with FocusCrack Dataset. VTC Fall (2022)
Zhengran He, Hao Huang, Jie Yang, Guan Gui, Tomoaki Ohtsuki, Bamidele Adebisi, Haris Gacanin
Fast Beamforming Design Method for IRS-Aided mmWave MISO Systems. VTC Fall (2021)
Guanghui Fan, Zhengran He, Jinlong Sun, Guan Gui, Haris Gacanin, Bamidele Adebisi
Downlink Channel State Information Limited Feedback Using Fully Convolutional Network. WCNC (2021)
Jun Zeng, Zhengran He, Jinlong Sun, Bamidele Adebisi, Haris Gacanin, Guan Gui, Fumiyuki Adachi
Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback. WCNC (2021)