Tianfu Li

26 papers C 1Journal 23Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Kolmogorov-Arnold-Informed Interpretable Graph Wavelet Activation Network for Machine Fault Diagnosis.
IEEE Trans. Syst. Man Cybern. Syst.
Tianfu Li, Chuang Sun, Zhibin Zhao, Tao Liu, Xuefeng Chen, Ruqiang Yan
2026 J jnl
Adaptive spectral graph wavelet network for open set domain generalization in variable working condition fault diagnosis.
Comput. Ind. Eng.
Yuangui Yang, Tianfu Li, Jiaxin Ren, Chuang Sun, Liuyang Zhang, Ruqiang Yan
2026 J jnl
Enhancing Vision-Language Navigation with Multimodal Event Knowledge from Real-World Indoor Tour Videos.
CoRR
Haoxuan Xu, Tianfu Li, Wenbo Chen, Yi Liu, Xingxing Zuo, Yaoxian Song, Haoang Li
2026 J jnl
Explainable artificial intelligence based intelligent fault diagnosis: A systematic review from applications to insights.
Reliab. Eng. Syst. Saf.
Tianfu Li, Junfan Chen, Tao Liu, Chuang Sun, Zhibin Zhao, Xuefeng Chen, Ruqiang Yan
2026 J jnl
P
CoRR
Tianfu Li, Wenbo Chen, Haoxuan Xu, Xinhu Zheng, Haoang Li
2025 J jnl
A novel unsupervised graph wavelet autoencoder for mechanical system fault detection.
J. Intell. Manuf.
Tianfu Li, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2025 C conf
An Interpretable Fourier Kolmogorov-Arnold Network for State-of-Health Estimation of Lithium-ion Batteries with Partial Charging Data.
INDIN
Jiang He, Tianfu Li, Junfan Chen, Tao Liu
2025 — conf
Prediction Model for Minimum Miscibility Pressure in CO2-Oil Based on Automated Machine Learning.
CACML
Xiuwei Wang, Tianfu Li, Qingchun Meng, Kun Li, Jinyang Luo, Hongmei Wang, Xiaoying Shi
2024 J jnl
Explainable Graph Wavelet Denoising Network for Intelligent Fault Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Tianfu Li, Chuang Sun, Sinan Li, Zhiying Wang, Xuefeng Chen, Ruqiang Yan
2024 J jnl
Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis.
IEEE Trans. Cybern.
Tianfu Li, Chuang Sun, Olga Fink, Yuangui Yang, Xuefeng Chen, Ruqiang Yan
2024 J jnl
Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump.
IEEE Trans. Neural Networks Learn. Syst.
Wengang Xu, Zheng Zhou, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan
2024 J jnl
WPConvNet: An Interpretable Wavelet Packet Kernel-Constrained Convolutional Network for Noise-Robust Fault Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Sinan Li, Tianfu Li, Chuang Sun, Xuefeng Chen, Ruqiang Yan
2023 — conf
A Research of Spam Message Detection based on Ensemble Learning.
ICAICE
Tianfu Li, Jiaxing Shao, Haoli Wang
2023 J jnl
BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model.
Neurocomputing
Jun Wang, Tianfu Li, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2023 J jnl
Graph attention U-Net to fuse multi-sensor signals for long-tailed distribution fault diagnosis.
Eng. Appl. Artif. Intell.
Yuangui Yang, Tianfu Li, Chuang Sun, Liuyang Zhang, Ruqiang Yan
2023 J jnl
Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios.
Eng. Appl. Artif. Intell.
Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
2023 J jnl
Smart filter aided domain adversarial neural network: An unsupervised domain adaptation method for fault diagnosis in noisy industrial scenarios.
CoRR
Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
2022 J jnl
Robust watermarking algorithm for medical images based on log-polar transform.
EURASIP J. Wirel. Commun. Netw.
Tianfu Li, Jingbing Li, Jing Liu, Mengxing Huang, Yen-Wei Chen, Uzair Aslam Bhatti
2022 J jnl
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis.
IEEE Trans. Syst. Man Cybern. Syst.
Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao
2021 J jnl
Bayesian Differentiable Architecture Search for Efficient Domain Matching Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Zheng Zhou, Tianfu Li, Zilong Zhang, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Detecting cerebral microbleeds via deep learning with features enhancement by reusing ground truth.
Comput. Methods Programs Biomed.
Tianfu Li, Yan Zou, Peng-Fei Bai, Shi-Xiao Li, Huawei Wang, Xingliang Chen, Zhanao Meng, Zhuang Kang, Guofu Zhou
2021 J jnl
Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions.
IEEE Trans. Instrum. Meas.
Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction.
Reliab. Eng. Syst. Saf.
Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2021 J jnl
Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis.
IEEE Trans. Ind. Electron.
Tianfu Li, Zhibin Zhao, Chuang Sun, Ruqiang Yan, Xuefeng Chen
2020 J jnl
Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study.
CoRR
Zhibin Zhao, Tianfu Li, Jingyao Wu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen
2019 J jnl
WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis.
CoRR
Tianfu Li, Zhibin Zhao, Chuang Sun, Li Cheng, Xuefeng Chen, Ruqiang Yan, Robert X. Gao