Ronghua Du

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 31

Top Topics

Attack Detection

Energy Management

Top Venues

ISPA/BDCloud/SocialCom/SustainCom

iThings/GreenCom/CPSCom/SmartData/Cybermatics

Publications

Silu He, Qinyao Luo, Xinsha Fu, Ling Zhao, Ronghua Du, Haifeng Li
CAT: A causal graph attention network for trimming heterophilic graphs. Inf. Sci. 677 (2024)
Yutao Mu, Kai Gao, Ronghua Du
Prediction of regional carbon emissions using deep learning and mathematical-statistical model. J. Ambient Intell. Smart Environ. 15 (4) (2023)
Xing Han, Guowei Zhu, Ling Zhao, Ronghua Du, Yuhan Wang, Zhe Chen, Yang Liu, Silu He
Ollivier-Ricci Curvature Based Spatio-Temporal Graph Neural Networks for Traffic Flow Forecasting. Symmetry 15 (5) (2023)
Bin Chen, Miaoben Wang, Feng Zhou, Haoyang Yan, Ronghua Du
Energy Efficient Speed Planning of Electric Vehicles for Vehicle-Following Scenarios Using Data-driven Koopman Model. ISPA/BDCloud/SocialCom/SustainCom (2023)
Kai Gao, Wenhao Jia, Yuxiang Zhou, Ronghua Du
Multi-Head Self-Attention Enhanced Convolutional Neural Network for Driver Fatigue Detection using EEG Signals. ISPA/BDCloud/SocialCom/SustainCom (2023)
Wenjie Yang, Jiachun Wu, Jinlai Zhang, Kai Gao, Ronghua Du, Zhuo Wu, Eksan Firkat, Dingwen Li
Deformable convolution and coordinate attention for fast cattle detection. Comput. Electron. Agric. 211 (2023)
Kai Gao, Hao Huang, Linhong Liu, Ronghua Du, Jinlai Zhang
A Multi-attention Based CNN-BiLSTM Intrusion Detection Model for In-vehicle Networks. ISPA/BDCloud/SocialCom/SustainCom (2023)
Silu He, Qinyao Luo, Xinsha Fu, Ling Zhao, Ronghua Du, Haifeng Li
CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph. CoRR (2023)
Gang Liu, Silu He, Xing Han, Qinyao Luo, Ronghua Du, Xinsha Fu, Ling Zhao
Self-Supervised Spatiotemporal Masking Strategy-Based Models for Traffic Flow Forecasting. Symmetry 15 (11) (2023)
Ronghua Du, Wenhe Liao, Xiang Zhang
Optimal closed-loop robust rendezvous guidance with the observability constraint of angles-only navigation. Trans. Inst. Meas. Control 45 (14) (2023)
Longsheng Ye, Kai Gao, Shuo Huang, Hao Huang, Ronghua Du
A Reinforcement Learning-Based Controller Designed for Intersection Signal Suffering from Information Attack. ICONIP (12) (2023)
Kai Gao, Xunhao Li, Bin Chen, Lin Hu, Jian Liu, Ronghua Du, Yongfu Li
Dual Transformer Based Prediction for Lane Change Intentions and Trajectories in Mixed Traffic Environment. IEEE Trans. Intell. Transp. Syst. 24 (6) (2023)
Wanwan Ren, You Wu, Ronghua Du
An adaptive compensation control method for the transmission error of the mechanical system based on the characteristic model. Int. J. Manuf. Technol. Manag. 37 (3/4) (2023)
Jin Guo, You Wu, Yi Lei, Guotan Liu, Ronghua Du
Research on Multi-vehicle Formation Control with the Assistance of the Characteristic Model in the Networked Environment. ISPA/BDCloud/SocialCom/SustainCom (2023)
Bin Chen, Guo He, Feng Zhou, Hao Huang, Wei Liu, Ronghua Du
Hierarchical Data-driven Predictive Control Strategy for Energy Management of Electric Vehicles. ISPA/BDCloud/SocialCom/SustainCom (2023)
Kai Gao, Xiangyu Cheng, Hao Huang, Xunhao Li, Tingyu Yuan, Ronghua Du
False Data Injection Attack Detection in a Platoon of CACC in RSU. TrustCom (2022)
Jiawei Zhu, Mei Hong, Ronghua Du, Haifeng Li
Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples. CoRR (2022)
Silu He, Qinyao Luo, Ronghua Du, Ling Zhao, Haifeng Li
STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph. CoRR (2022)
Yanghui Zhang, Kai Gao, Shuo Huang, Xunhao Li, Ronghua Du
Forgery Trajectory Injection Attack Detection for Traffic Lights under Connected Vehicle Environment. TrustCom (2022)
Kai Gao, Xunhao Li, Lin Hu, Di Yan, Binren Luo, Ronghua Du
Instantaneous Lane-Changing Type Aware Lane Change Prediction Based on LSTM in Mixed Traffic Scenario. J. Circuits Syst. Comput. 31 (10) (2022)
Dong He, Kai Gao, Jin Xie, Ronghua Du, Haojie Li, Xunhao Li, Shuo Huang
A Refined Lane Recognition Method Based on LiDAR and its Verification. HPCC/DSS/SmartCity/DependSys (2021)
Kai Gao, Shuo Huang, Ronghua Du, Jin Xie, Xiangyu Cheng, Dong He
Falsified CV Data Attack Detection Based on LSTM. HPCC/DSS/SmartCity/DependSys (2021)
Jiandong Bai, Jiawei Zhu, Yujiao Song, Ling Zhao, Zhixiang Hou, Ronghua Du, Haifeng Li
A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting. ISPRS Int. J. Geo Inf. 10 (7) (2021)
Min Deng, Baoju Liu, Sumin Li, Ronghua Du, Guohua Wu, Haifeng Li, Ling Wang
A Two-Phase Coordinated Planning Approach for Heterogeneous Earth-Observation Resources to Monitor Area Targets. IEEE Trans. Syst. Man Cybern. Syst. 51 (10) (2021)
Chengcheng Wang, Zhongzhi Xu, Ronghua Du, Haifeng Li, Pu Wang
A vehicle routing model based on large-scale radio frequency identification data. J. Intell. Transp. Syst. 24 (2) (2020)
Ronghua Du, Gang Qiu, Kai Gao, Lin Hu, Li Liu
Abnormal Road Surface Recognition Based on Smartphone Acceleration Sensor. Sensors 20 (2) (2020)
Gang Qiu, Ronghua Du, Kai Gao, Lin Hu, Li Liu
Abnormal Road Surface Detection Based on Smart Phone Acceleration Sensor and Crowdsourcing. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2020)
Yang Sun, Hanhan Deng, Ling Zhao, Sumin Li, Zhenshi Zhang, Ronghua Du, Zhixiang Hou
Research on travel network structure based on normalised Laplacian spectrum. Int. J. Comput. Sci. Math. 12 (3) (2020)
Jin Xie, Kai Gao, Feng Zhou, Lin Hu, Zhengfa Zhu, Ronghua Du
Driving Intention Oriented Real-time Energy Management Strategy for PHEV in Urban V2X Scenario. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2020)
Zeming Jin, Ling Wang, Hanhan Liu, Ronghua Du, Xiang Zhang
Monocular-Based Pose Estimation of Non-Cooperative Space Targets Using EKF and EKPF. CISP-BMEI (2020)
Yang Sun, Zuoqin Shi, Ling Zhao, Sumin Li, Zhenshi Zhang, Ronghua Du, Zhixiang Hou
Analysis of spatial information service composition network based on Ricci curvature. Int. J. Internet Protoc. Technol. 12 (4) (2019)