A novel interpretable semi-supervised graph learning model for intelligent fault diagnosis of hydraulic pumps. - Ying Li 058; Lijie Zhang 002; Siyuan Liu; Xiangfeng Wang 006; Chenghang Sun; Pengfei Liang; Xiaoming Yuan (Knowl. Based Syst., 2024)

Semi-supervised meta-path space extended graph convolution network for intelligent fault diagnosis of rotating machinery under time-varying speeds. - Ying Li 058; Lijie Zhang 002; Pengfei Liang; Xiangfeng Wang 006; Bin Wang; Leitao Xu (Reliab. Eng. Syst. Saf., 2024)

SRSGCN: A novel multi-sensor fault diagnosis method for hydraulic axial piston pump with limited data. - Pengfei Liang; Xiangfeng Wang 006; Chao Ai; Dongming Hou; Siyuan Liu (Reliab. Eng. Syst. Saf., 2025)