Deep Learning-Based Approach for Civil Aircraft Hazard Identification and Prediction. - Di Zhou 006; Xiao Zhuang; Hongfu Zuo; Han Wang; Hongsheng Yan (IEEE Access, 2020)

A model fusion strategy for identifying aircraft risk using CNN and Att-BiLSTM. - Di Zhou 006; Xiao Zhuang; Hongfu Zuo; Jing Cai; Xufeng Zhao 001; Jiawei Xiang (Reliab. Eng. Syst. Saf., 2022)

CA-MSPNet: Multiscale Module and Coordinate Attention Mechanism Strategy Combined With ProtoNet for Gearbox Fault Diagnosis Using Limited Infrared Thermal Images Under Variable Working Conditions. - Jian Ge 003; Di Zhou 006; Xiao Zhuang; Xiaomin Wang; Weifang Sun; Hongbing Yao; Jiawei Xiang (IEEE Trans. Instrum. Meas., 2024)

SSGC-GAT: Synergistic Similarity Graph Construction Strategy Combined With GAT Network for Wind Turbine Anomaly Identification Using SCADA Data. - Xiaomin Wang; Xiao Zhuang; Jian Ge 003; Jiawei Xiang; Di Zhou 006 (IEEE Trans. Instrum. Meas., 2024)

An ensemble model using temporal convolution and dual attention gated recurrent unit to analyze risk of civil aircraft. - Di Zhou 006; Xiao Zhuang; Jing Cai; Hongfu Zuo; Xufeng Zhao 001; Jiawei Xiang (Expert Syst. Appl., 2024)

A novel lightweight model combined with convolutional neural network and transformer for gearbox fault diagnosis using infrared thermal images. - Xiao Zhuang; Jian Ge 003; Xiaolong Mao; Di Zhou 006; Hongbing Yao; Weifang Sun; Lin Li 052; Jiawei Xiang (Eng. Appl. Artif. Intell., 2025)

A novel sparrow search algorithm based co-correlation graph construction strategy for wind turbine group anomaly identification via graph attention networks. - Xiaomin Wang; Xiao Zhuang; Di Zhou 006; Jian Ge 003; Jiawei Xiang (Reliab. Eng. Syst. Saf., 2025)

Computer Vision-Aided RFID Tag Group Location Measurement and Reading Performance Prediction Using Graph Transformer Network With Novel Topology Graph Construction Strategy. - Xiao Zhuang; Weifang Sun; Xiaolei Yu; Jiawei Xiang; Di Zhou 006 (IEEE Trans. Instrum. Meas., 2025)

Dual-attention semi-cycled generative adversarial network data augmentation structure for gearbox fault diagnosis using infrared thermal images. - Zhenlong Chen; Xiao Zhuang; Di Zhou 006; Weifang Sun; Jing Cai; Jiawei Xiang (Eng. Appl. Artif. Intell., 2026)

Visual Intelligence-Guided RFID Multitag Spatial Position Measurement and Reading Performance Optimization. - Lin Li 052; Feng Hu; Xiaolei Yu; Lijun Zhao 002; Qinxiong Lu; Anhong Wang; Lei Cheng; Junji Li; Xiao Zhuang; Di Zhou 006; Tianju Yang (IEEE Internet Things J., 2026)

Intelligent assembly conformance verification for complex products: A rotationally invariant multi-view visual framework. - Shengjie Jiang; Qijia Qian; Jianhong Liu; Pan Wang; Xiao Zhuang; Di Zhou 006; Weifang Sun; Jiawei Xiang (Robotics Comput. Integr. Manuf., 2026)

Keyphrase-enhanced multi-level heterogeneous text graph construction strategy based graph convolutional neural network for imbalanced aviation report risk analysis. - Xiao Zhuang; Jing Cai; Di Zhou 006; Weifang Sun; Jiawei Xiang (Reliab. Eng. Syst. Saf., 2026)