Tianfu Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Wavelet Denoising

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Neural Networks Learn. Syst.

Eng. Appl. Artif. Intell.

Publications

Tianfu Li, Chuang Sun, Olga Fink, Yuangui Yang, Xuefeng Chen, Ruqiang Yan
Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis. IEEE Trans. Cybern. 54 (1) (2024)
Tianfu Li, Chuang Sun, Sinan Li, Zhiying Wang, Xuefeng Chen, Ruqiang Yan
Explainable Graph Wavelet Denoising Network for Intelligent Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Wengang Xu, Zheng Zhou, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan
Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
Smart filter aided domain adversarial neural network: An unsupervised domain adaptation method for fault diagnosis in noisy industrial scenarios. CoRR (2023)
Yuangui Yang, Tianfu Li, Chuang Sun, Liuyang Zhang, Ruqiang Yan
Graph attention U-Net to fuse multi-sensor signals for long-tailed distribution fault diagnosis. Eng. Appl. Artif. Intell. 126 (2023)
Tianfu Li, Jiaxing Shao, Haoli Wang
A Research of Spam Message Detection based on Ensemble Learning. ICAICE (2023)
Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Jun Wang, Tianfu Li, Chuang Sun, Ruqiang Yan, Xuefeng Chen
BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model. Neurocomputing 560 (2023)
Tianfu Li, Jingbing Li, Jing Liu, Mengxing Huang, Yen-Wei Chen, Uzair Aslam Bhatti
Robust watermarking algorithm for medical images based on log-polar transform. EURASIP J. Wirel. Commun. Netw. 2022 (1) (2022)
Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis. IEEE Trans. Syst. Man Cybern. Syst. 52 (4) (2022)
Zheng Zhou, Tianfu Li, Zilong Zhang, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
Bayesian Differentiable Architecture Search for Efficient Domain Matching Fault Diagnosis. IEEE Trans. Instrum. Meas. 70 (2021)
Tianfu Li, Yan Zou, Peng-Fei Bai, Shi-Xiao Li, Huawei Wang, Xingliang Chen, Zhanao Meng, Zhuang Kang, Guofu Zhou
Detecting cerebral microbleeds via deep learning with features enhancement by reusing ground truth. Comput. Methods Programs Biomed. 204 (2021)
Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis. IEEE Trans. Ind. Electron. 68 (12) (2021)
Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions. IEEE Trans. Instrum. Meas. 70 (2021)
Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction. Reliab. Eng. Syst. Saf. 215 (2021)
Zhibin Zhao, Tianfu Li, Jingyao Wu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen
Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study. CoRR (2020)
Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis. CoRR (2019)