Jingyi Huo

13 papers A* 1B 2Misc 1Journal 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A time-frequency interpretable framework for bearing fault diagnosis via global channel-region information interaction and weight-CAM. Neurocomputing Shouxin Du, Qingbin Tong, Xuedong Jiang, Baohua Wang, Fang Liu, Xin Du, Jianjun Xu, Jingyi Huo
2026	J	`jnl`	Wavelet packet energy embedded autoencoder with dynamic weighting strategy for fault diagnosis under unknown working conditions. Reliab. Eng. Syst. Saf. Feiyu Lu, Qingbin Tong, Xuedong Jiang, Ziwei Feng, Ruifang Liu, Jianjun Xu, Jingyi Huo
2025	J	`jnl`	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. Adv. Eng. Informatics Feiyu Lu, Qingbin Tong, Xuedong Jiang, Jianjun Xu, Xin Du, Jingyi Huo, Zengqiang Ma
2025	J	`jnl`	Beyond homophily in spatial-temporal traffic flow forecasting. Neural Networks Yuxin Chen, Jingyi Huo, Fangru Lin, Hui Yan
2025	A*	`conf`	Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling. AAAI Yuxin Chen, Fangru Lin, Jingyi Huo, Hui Yan
2025	B	`conf`	Exploiting Spatial-Temporal Joint Information from the Frequency Domain for Multivariate Time Series Forecasting. IJCNN Jingyi Huo, Yuan Gao, Yuxin Chen, Fangru Lin, Ziniu Wang, Qian Zhu, Hui Yan
2025	Misc	`conf`	Leveraging Heterophily in Spatial-Temporal Graphs for Multivariate Time-Series Forecasting. ICASSP Yuxin Chen, Fangru Lin, Jingyi Huo, Hui Yan
2025	B	`conf`	Receptive Field Aware Contrastive Learning for Multivariate Time Series Classification. IJCNN Fangru Lin, Yuan Gao, Yuxin Chen, Jingyi Huo, Hui Yan
2024	J	`jnl`	DPICEN: Deep physical information consistency embedded network for bearing fault diagnosis under unknown domain. Reliab. Eng. Syst. Saf. Feiyu Lu, Qingbin Tong, Xuedong Jiang, Ziwei Feng, Ruifang Liu, Jianjun Xu, Jingyi Huo
2024	J	`jnl`	Deep Multilayer Sparse Regularization Time- Varying Transfer Learning Networks With Dynamic Kullback-Leibler Divergence Weights for Mechanical Fault Diagnosis. IEEE Trans. Ind. Informatics Feiyu Lu, Qingbin Tong, Xuedong Jiang, Ziwei Feng, Jianjun Xu, Jingyi Huo
2024	J	`jnl`	Deep Reconstruction Transfer Convolutional Neural Network for Rolling Bearing Fault Diagnosis. Sensors Ziwei Feng, Qingbin Tong, Xuedong Jiang, Feiyu Lu, Xin Du, Jianjun Xu, Jingyi Huo
2024	J	`jnl`	Envelope spectrum neural network with adaptive domain weight harmonization for intelligent bearing fault diagnosis under cross-machine scenarios. Adv. Eng. Informatics Feiyu Lu, Qingbin Tong, Xuedong Jiang, Shouxin Du, Jianjun Xu, Jingyi Huo, Ziheng Zhang
2024	J	`jnl`	Towards multi-scene learning: A novel cross-domain adaptation model based on sparse filter for traction motor bearing fault diagnosis in high-speed EMU. Adv. Eng. Informatics Feiyu Lu, Qingbin Tong, Jianjun Xu, Ziwei Feng, Xin Wang, Jingyi Huo, Qingzhu Wan