Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study. - Zhibin Zhao; Tianfu Li; Jingyao Wu 001; Chuang Sun 001; Shibin Wang; Ruqiang Yan 001; Xuefeng Chen 002 (CoRR, 2020)

Detecting cerebral microbleeds via deep learning with features enhancement by reusing ground truth. - Tianfu Li; Yan Zou; Peng-Fei Bai; Shi-Xiao Li; Huawei Wang; Xingliang Chen; Zhanao Meng; Zhuang Kang; Guofu Zhou (Comput. Methods Programs Biomed., 2021)

Hierarchical attention graph convolutional network to fuse multi-sensor signals for remaining useful life prediction. - Tianfu Li; Zhibin Zhao; Chuang Sun 001; Ruqiang Yan 001; Xuefeng Chen 002 (Reliab. Eng. Syst. Saf., 2021)

Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis. - Tianfu Li; Zhibin Zhao; Chuang Sun 001; Ruqiang Yan 001; Xuefeng Chen 002 (IEEE Trans. Ind. Electron., 2021)

Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions. - Tianfu Li; Zhibin Zhao; Chuang Sun 001; Ruqiang Yan 001; Xuefeng Chen 002 (IEEE Trans. Instrum. Meas., 2021)

Bayesian Differentiable Architecture Search for Efficient Domain Matching Fault Diagnosis. - Zheng Zhou; Tianfu Li; Zilong Zhang; Zhibin Zhao; Chuang Sun 001; Ruqiang Yan 001; Xuefeng Chen 002 (IEEE Trans. Instrum. Meas., 2021)

Robust watermarking algorithm for medical images based on log-polar transform. - Tianfu Li; Jingbing Li; Jing Liu 041; Mengxing Huang; Yen-Wei Chen 001; Uzair Aslam Bhatti (EURASIP J. Wirel. Commun. Netw., 2022)

WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis. - Tianfu Li; Zhibin Zhao; Chuang Sun 001; Li Cheng; Xuefeng Chen 002; Ruqiang Yan 001; Robert X. Gao (IEEE Trans. Syst. Man Cybern. Syst., 2022)

A Research of Spam Message Detection based on Ensemble Learning. - Tianfu Li; Jiaxing Shao; Haoli Wang (ICAICE, 2023)

Smart filter aided domain adversarial neural network: An unsupervised domain adaptation method for fault diagnosis in noisy industrial scenarios. - Baorui Dai; Gaëtan Frusque; Tianfu Li; Qi Li; Olga Fink (CoRR, 2023)

Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios. - Baorui Dai; Gaëtan Frusque; Tianfu Li; Qi Li; Olga Fink (Eng. Appl. Artif. Intell., 2023)

Graph attention U-Net to fuse multi-sensor signals for long-tailed distribution fault diagnosis. - Yuangui Yang; Tianfu Li; Chuang Sun 001; Liuyang Zhang; Ruqiang Yan 001 (Eng. Appl. Artif. Intell., 2023)

BP-SRM: A directly training algorithm for spiking neural network constructed by spike response model. - Jun Wang; Tianfu Li; Chuang Sun 001; Ruqiang Yan 001; Xuefeng Chen 002 (Neurocomputing, 2023)

Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis. - Tianfu Li; Chuang Sun 001; Olga Fink; Yuangui Yang; Xuefeng Chen 002; Ruqiang Yan 001 (IEEE Trans. Cybern., 2024)

Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump. - Wengang Xu; Zheng Zhou; Tianfu Li; Chuang Sun 001; Xuefeng Chen 002; Ruqiang Yan 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Explainable Graph Wavelet Denoising Network for Intelligent Fault Diagnosis. - Tianfu Li; Chuang Sun 001; Sinan Li; Zhiying Wang; Xuefeng Chen 002; Ruqiang Yan 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

WPConvNet: An Interpretable Wavelet Packet Kernel-Constrained Convolutional Network for Noise-Robust Fault Diagnosis. - Sinan Li; Tianfu Li; Chuang Sun 001; Xuefeng Chen 002; Ruqiang Yan 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Prediction Model for Minimum Miscibility Pressure in CO2-Oil Based on Automated Machine Learning. - Xiuwei Wang; Tianfu Li; Qingchun Meng; Kun Li; Jinyang Luo; Hongmei Wang; Xiaoying Shi (CACML, 2025)