Envelope spectrum neural network with adaptive domain weight harmonization for intelligent bearing fault diagnosis under cross-machine scenarios. - Feiyu Lu; Qingbin Tong; Xuedong Jiang; Shouxin Du; Jianjun Xu; Jingyi Huo; Ziheng Zhang (Adv. Eng. Informatics, 2024)

Towards multi-scene learning: A novel cross-domain adaptation model based on sparse filter for traction motor bearing fault diagnosis in high-speed EMU. - Feiyu Lu; Qingbin Tong; Jianjun Xu; Ziwei Feng; Xin Wang; Jingyi Huo; Qingzhu Wan (Adv. Eng. Informatics, 2024)

DPICEN: Deep physical information consistency embedded network for bearing fault diagnosis under unknown domain. - Feiyu Lu; Qingbin Tong; Xuedong Jiang; Ziwei Feng; Ruifang Liu; Jianjun Xu; Jingyi Huo (Reliab. Eng. Syst. Saf., 2024)

Deep Reconstruction Transfer Convolutional Neural Network for Rolling Bearing Fault Diagnosis. - Ziwei Feng; Qingbin Tong; Xuedong Jiang; Feiyu Lu; Xin Du; Jianjun Xu; Jingyi Huo (Sensors, 2024)

Deep Multilayer Sparse Regularization Time- Varying Transfer Learning Networks With Dynamic Kullback-Leibler Divergence Weights for Mechanical Fault Diagnosis. - Feiyu Lu; Qingbin Tong; Xuedong Jiang; Ziwei Feng; Jianjun Xu; Jingyi Huo (IEEE Trans. Ind. Informatics, 2024)

Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling. - Yuxin Chen; Fangru Lin; Jingyi Huo; Hui Yan (AAAI, 2025)

Leveraging Heterophily in Spatial-Temporal Graphs for Multivariate Time-Series Forecasting. - Yuxin Chen; Fangru Lin; Jingyi Huo; Hui Yan (ICASSP, 2025)

Adaptive single-source open domain generalization network: a novel physical information fusion framework for fault diagnosis based on physically embedded autoencoder and adaptive open-set feature separation. - Feiyu Lu; Qingbin Tong; Xuedong Jiang; Jianjun Xu; Xin Du; Jingyi Huo; Zengqiang Ma (Adv. Eng. Informatics, 2025)

Beyond homophily in spatial-temporal traffic flow forecasting. - Yuxin Chen; Jingyi Huo; Fangru Lin; Hui Yan (Neural Networks, 2025)

Wavelet packet energy embedded autoencoder with dynamic weighting strategy for fault diagnosis under unknown working conditions. - Feiyu Lu; Qingbin Tong; Xuedong Jiang; Ziwei Feng; Ruifang Liu; Jianjun Xu; Jingyi Huo (Reliab. Eng. Syst. Saf., 2026)