Tianfu Li
Orcid: 0000-0003-4388-9578
According to our database1,
Tianfu Li authored at least 25 papers
between 2020 and 2026.
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Bibliography
2026
A Kolmogorov-Arnold-Informed Interpretable Graph Wavelet Activation Network for Machine Fault Diagnosis.
IEEE Trans. Syst. Man Cybern. Syst., March, 2026
P<sup>3</sup>Nav: End-to-End Perception, Prediction and Planning for Vision-and-Language Navigation.
CoRR, March, 2026
Enhancing Vision-Language Navigation with Multimodal Event Knowledge from Real-World Indoor Tour Videos.
CoRR, February, 2026
Explainable artificial intelligence based intelligent fault diagnosis: A systematic review from applications to insights.
Reliab. Eng. Syst. Saf., 2026
Adaptive spectral graph wavelet network for open set domain generalization in variable working condition fault diagnosis.
Comput. Ind. Eng., 2026
2025
A novel unsupervised graph wavelet autoencoder for mechanical system fault detection.
J. Intell. Manuf., December, 2025
An Interpretable Fourier Kolmogorov-Arnold Network for State-of-Health Estimation of Lithium-ion Batteries with Partial Charging Data.
Proceedings of the 23rd IEEE International Conference on Industrial Informatics, 2025
Prediction Model for Minimum Miscibility Pressure in CO2-Oil Based on Automated Machine Learning.
Proceedings of the 4th Asia Conference on Algorithms, Computing and Machine Learning, 2025
2024
WPConvNet: An Interpretable Wavelet Packet Kernel-Constrained Convolutional Network for Noise-Robust Fault Diagnosis.
IEEE Trans. Neural Networks Learn. Syst., October, 2024
IEEE Trans. Neural Networks Learn. Syst., June, 2024
Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump.
IEEE Trans. Neural Networks Learn. Syst., May, 2024
Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis.
IEEE Trans. Cybern., January, 2024
2023
BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model.
Neurocomputing, December, 2023
Graph attention U-Net to fuse multi-sensor signals for long-tailed distribution fault diagnosis.
Eng. Appl. Artif. Intell., November, 2023
Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios.
Eng. Appl. Artif. Intell., November, 2023
Smart filter aided domain adversarial neural network: An unsupervised domain adaptation method for fault diagnosis in noisy industrial scenarios.
CoRR, 2023
Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering, 2023
2022
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis.
IEEE Trans. Syst. Man Cybern. Syst., 2022
EURASIP J. Wirel. Commun. Netw., 2022
2021
Bayesian Differentiable Architecture Search for Efficient Domain Matching Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2021
Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions.
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Ind. Electron., 2021
Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction.
Reliab. Eng. Syst. Saf., 2021
Detecting cerebral microbleeds via deep learning with features enhancement by reusing ground truth.
Comput. Methods Programs Biomed., 2021
2020
Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study.
CoRR, 2020