Standout Papers

Remaining useful life estimation in prognostics using deep convolution neural networks 2017 2026 2020 2023 1.1k
  1. Remaining useful life estimation in prognostics using deep convolution neural networks (2017)
    Xiang Li, Qian Ding et al. Reliability Engineering & System Safety
  2. Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction (2018)
    Xiang Li, Zhang We et al. Reliability Engineering & System Safety
  3. Multi-Layer domain adaptation method for rolling bearing fault diagnosis (2018)
    Xiang Li, Zhang We et al. Signal Processing
  4. Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks (2018)
    Xiang Li, Zhang We et al. IEEE Transactions on Industrial Electronics
  5. Deep residual learning-based fault diagnosis method for rotating machinery (2018)
    Zhang We, Xiang Li et al. ISA Transactions
  6. Understanding and improving deep learning-based rolling bearing fault diagnosis with attention mechanism (2019)
    Xiang Li, Zhang We et al. Signal Processing
  7. Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation (2018)
    Xiang Li, Zhang We et al. Journal of Intelligent Manufacturing
  8. Machinery fault diagnosis with imbalanced data using deep generative adversarial networks (2019)
    Zhang We, Xiang Li et al. Measurement
  9. Diagnosing Rotating Machines With Weakly Supervised Data Using Deep Transfer Learning (2019)
    Xiang Li, Zhang We et al. IEEE Transactions on Industrial Informatics
  10. A multi-stage semi-supervised learning approach for intelligent fault diagnosis of rolling bearing using data augmentation and metric learning (2020)
    Kun Yu, Tian Ran Lin et al. Mechanical Systems and Signal Processing
  11. Universal Domain Adaptation in Fault Diagnostics With Hybrid Weighted Deep Adversarial Learning (2021)
    Zhang We, Xiang Li et al. IEEE Transactions on Industrial Informatics
  12. A robust intelligent fault diagnosis method for rolling element bearings based on deep distance metric learning (2018)
    Xiang Li, Zhang We et al. Neurocomputing
  13. Open-Set Domain Adaptation in Machinery Fault Diagnostics Using Instance-Level Weighted Adversarial Learning (2021)
    Zhang We, Xiang Li et al. IEEE Transactions on Industrial Informatics
  14. Blockchain-based decentralized federated transfer learning methodology for collaborative machinery fault diagnosis (2022)
    Zhang We, Ziwei Wang et al. Reliability Engineering & System Safety
  15. Intelligent Machinery Fault Diagnosis With Event-Based Camera (2023)
    Xiang Li, Yaguo Lei et al. IEEE Transactions on Industrial Informatics
  16. Partial Domain Adaptation in Remaining Useful Life Prediction With Incomplete Target Data (2023)
    Xiang Li, Zhang We et al. IEEE/ASME Transactions on Mechatronics
  17. Dynamic Vision-Based Machinery Fault Diagnosis with Cross-Modality Feature Alignment (2024)
    Xiang Li, Yaguo Lei et al. IEEE/CAA Journal of Automatica Sinica
  18. Neuromorphic computing-enabled generalized machine fault diagnosis with dynamic vision (2025)
    Changhao Liu, Xiang Li et al. Advanced Engineering Informatics

Immediate Impact

1 by Nobel laureates 3 from Science/Nature 68 standout
Sub-graph 1 of 21

Citing Papers

Few-shot fault diagnosis of axial piston pump based on prior knowledge-embedded meta learning vision transformer under variable operating conditions
2025 Standout
MRCFN: A multi-sensor residual convolutional fusion network for intelligent fault diagnosis of bearings in noisy and small sample scenarios
2024 Standout
23 intermediate papers

Works of Xiang Li being referenced

A lightweight residual network based on improved knowledge transfer and quantized distillation for cross-domain fault diagnosis of rolling bearings
2023
Transfer learning using deep representation regularization in remaining useful life prediction across operating conditions
2021
and 26 more

Author Peers

Author Last Decade Papers Cites
Xiang Li 6698 4461 1564 1860 328 11.9k
Robert X. Gao 7650 6970 1990 1493 291 16.3k
Shen Yin 12845 3876 1486 2444 260 17.1k
Steven X. Ding 19314 5392 1614 3097 383 22.3k
Zhang We 4288 3013 1044 1455 227 8.6k
Dong Wang 7235 5356 2725 941 523 13.1k
Weihua Li 4709 2881 1077 1171 173 7.1k
Ruqiang Yan 13797 8653 2382 3069 345 20.7k
Jianbo Yu 3140 2756 978 837 289 6.8k
Haidong Shao 7283 4293 808 1627 118 9.0k
Zhixiong Li 2824 4825 1063 538 367 10.9k

All Works

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Rankless by CCL
2026