Publications

You can also browse my Google Scholar Profile or ResearchGate for complete list.

Journal Publications

Leveraging Foreground Collaboration and Augmentation for Industrial Anomaly Detection
Xiaolu Chen, Haote Xu, Jiaxiang Wang, Xiaotong Tu*, Yue Huang and Xinghao Ding
IEEE Sensors Journal, 2024, (中科院 2区)
[link] [code]
Source-free Cross-domain Fault Diagnosis of Rotating Machinery using the Siamese Framework
Chenyu Ma, Xiaotong Tu*, Guanxing Zhou, Yue Huang and Xinghao Ding
Knowledge-Based Systems, 2024, (中科院 1区)
[link] [code]
Adaptive Sparse Estimation of Nonlinear Chirp Signals Using Laplace Priors
Xiaotong Tu, Hao Liang, Andreas Jakobsson,Yue Huang and Xinghao Ding
The Journal of the Acoustical Society of America, 2024, (中科院 2区，CCF B)
[link] [code]
Learning to Sound Imaging by a Model-based Interpretable Network
Yonghua Zhang, Xiaotong Tu*, Saqlain Abbas, Hao Liang, Xinghao Ding, and Yue Huang
Signal Processing, 2023, (中科院 2区)
[link] [code]
Adaptive Nonlinear Group Delay Mode Estimation
Yijin Mao, Xiaotong Tu*, Saqlain Abbas, Hao Liang, Xinghao Ding, and Yue Huang
Signal Processing, 2023, (中科院 2区)
[link] [code]
Sparse Optimization for Nonlinear Group Delay Mode Estimation
Hao Liang, Xinghao Ding, Andreas Jakobsson, Xiaotong Tu*and Yue Huang
The Journal of the Acoustical Society of America, 2022, (中科院 2区, CCF B)
[link] [code]
High-Resolution Source Localization Exploiting the Sparsity of the Beamforming Map
Xinghao Ding, Hao Liang, Andreas Jakobsson, Xiaotong Tu*and Yue Huang
Signal Processing, 2021, (中科院 2区)
[link] [code]

Estimating Nonlinear Chirp Modes Exploiting Sparsity
Xiaotong Tu, Johan Swärd, Andreas Jakobsson, and Fucai Li
Signal Processing, 2020, (中科院 2区)
[bibtex] [link] [code]

@article{GHST,
  title={Estimating Nonlinear Chirp Modes Exploiting Sparsity},
  author={Tu, Xiaotong and Johan Swärd, Andreas Jakobsson, and Li, Fucai},
  journal={Signal processing},
  year={2020},
  publisher={Elsevier}
}

Generalized Horizontal Synchrosqueezing Transform: Algorithm and Applications
Xiaotong Tu, Qi Zhang, Zhoujie He, Yue Hu, Saqlain Abbas and Fucai Li
IEEE Transactions on Industrial Electronics, 2020, (中科院 1区)
[bibtex] [link] [code]
```
@article{GHST,
  title={Generalized Horizontal Synchrosqueezing Transform: Algorithm and Applications},
  author={Tu, Xiaotong and Zhang, Qi and Li, Fucai},
  journal={IEEE Transactions on Industrial Electronics},
  year={2020},
  publisher={IEEE}
}
```

Horizontal Synchrosqueezing Transform: Algorithm and Applications
Xiaotong Tu, Zhoujie He, Yue Hu, Saqlain Abbas and Fucai Li
IEEE Sensors Journal, 2020, (中科院 2区)
[bibtex] [link] [code]

@article{HST,
  title={Horizontal Synchrosqueezing Transform: Algorithm and Applications},
  author={Tu, Xiaotong and He, Zhoujie and Li, Fucai},
  journal={IEEE Sensors Journal},
  year={2020},
  publisher={IEEE}
}

Generalized Wavelet-based Synchrosqueezing Transform: Algorithm and Applications
Xiaotong Tu, Yue Hu, Saqlain Abbas andd Fucai Li
Structural Health Monitoring, 2020, (中科院 2区)
[bibtex] [link]

@article{HST,
  title={Generalized Wavelet-based Synchrosqueezing Transform: Algorithm and Applications},
  author={Tu, Xiaotong and Hu, Yue and  Saqlain, Abbas and Li, Fucai},
  journal={Structural Health Monitoring},
  year={2020},
  publisher={SAGE}
}

Demodulated High-Order Synchrosqueezing Transform With Application to Machine Fault Diagnosis
Xiaotong Tu, Yue Hu, Fucai Li, Saqlain Abbas, Zhen Liu and Wenjie Bao
IEEE Transactions on Industrial Electronics, 2019, (中科院 1区)
[bibtex] [link]

@article{DHST,
  title={Horizontal Synchrosqueezing Transform: Algorithm and Applications},
  author={Tu, Xiaotong and Hu, Yue and Li, Fucai and  Saqlain, Abbas  and Liu, Zhen and Bao, Wenjie },
  journal={IEEE Transactions on Industrial Electronics},
  volume={66},
  number={4},
  pages={3071-3081},
  year={2019},
  publisher={IEEE}
}

Parameterized Synchrosqueezing Transform with Application to Machine Fault Diagnosis
Xiaotong Tu, Wenjie Bao, Yue Hu, Saqlain Abbas and Fucai Li
IEEE Sensors Journal, 2019, (中科院 2区)
[bibtex] [link]

@article{HST,
  title={Parameterized Synchrosqueezing Transform with Application to Machine Fault Diagnosis},
  author={Tu, Xiaotong and Bao, Wenjie and Hu, Yue and Saqlain, Abbas and Li, Fucai},
  journal={IEEE Sensors Journal},
  volume={19},
  number={18},
  pages={8107-8115},
  year={2019},
  publisher={IEEE}
}

Instantaneous Frequency Estimation for Nonlinear FM Signal based on Modified Polynomial Chirplet Transform
Xiaotong Tu, Yue Hu, Fucai Li, Saqlain Abbas and Yang Liu
IEEE Transactions on Instrumentation and Measurement, 2017, (中科院 2区)
[bibtex] [link]

@article{MPCT,
  title={Instantaneous Frequency Estimation for Nonlinear FM Signal based on Modified Polynomial Chirplet Transform},
  author={Tu, Xiaotong and Hu, Yue and Saqlain, Abbas and Li, Fucai},
  journal={IEEE Transactions on Instrumentation and Measurement},
  volume={66},
  number={11},
  pages={2898-2908},
  year={2017},
  publisher={IEEE}
}

Conference Publications

Implicit Foreground-Guided Network for Anomaly Detection and Localization
Xiaolu Chen, Haote Xu, Chenghao Deng, Xiaotong Tu*, Xinghao Ding, Yue Huang
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Korea, 2024. (CCF B)
[link] [code]
AnoCSR–A Convolutional Sparse Reconstructive Noise-Robust Framework for Industrial Anomaly Detection
Jie Zhong, Xiaotong Tu*, Yue Huang, Xinghao Ding
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), CN, 2023. (CCF C)
[link]
Self-supervised Image Denoising Using Implicit Deep Denoiser Prior
Huangxing Lin, Yihong Zhuang, Xinghao Ding, Delu Zeng, Yue Huang, Xiaotong Tu*, John Paisley
The AAAI Conference on Artificial Intelligence (AAAI), USA, 2023. (CCF A)
[link]
Learning a Simple Low-light Image Enhancer from Paired Low-light Instances
Zhenqi Fu, Yan Yang, Xiaotong Tu*, Yue Huang, Xinghao Ding, Kai-Kuang Ma
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Canada, 2023. (CCF A)
[link] [code]
Hint-dynamic Knowledge Distillation
Yiyang Liu, Chenxin Li, Xiaotong Tu*, Xinghao Ding, Yue Huang
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Greece, 2023. (CCF B)
[link] [code]
```
@inproceedings{SSET}
```
A Simple Siamese Framework for Vibration Signal Representations
Guanxing Zhou, Yihong Zhuang, Xinghao Ding, Yue Huang, Saqlain Abbas, Xiaotong Tu*
IEEE International Conference on Image Processing (ICIP), France, 2022. (CCF C)
[link] [code]
```
@inproceedings{SSET}
```
Adaptive Variational Nonlinear Chirp Mode Decomposition
Hao Liang, Xinghao Ding, Andreas Jakobsson, Xiaotong Tu*, and Yue Huang
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, 2022. (CCF B)
[link] [code]
```
@inproceedings{SSET}
```

The Second Order Synchroextracting Transform with Application to Bearing Fault Diagnosis under Variable Speed Conditions
Xiaotong Tu, Zhoujie He, Yue Hu and Fucai Li
Asia Pacific Conference of the Prognostics and Health Management Society, Beijing, China, 2019.
[bibtex] [link] [code]

@inproceedings{SSET,
  title={The second order synchroextracting transform with application to bearing fault diagnosis under variable speed conditions},
  author={Tu, Xiaotong and He, Zhoujie and Li, Fucai},
  booktitle={Asia Pacific Conference of the Prognostics and Health Management Society 2019},
  pages={306-309},
  year={2019},
  organization={Beihang University}
}

Current-Aided Time-Frequency Analysis of Vibration Signals for Gearbox Fault Diagnosis
Xiaotong Tu, Yue Hu and Fucai Li
ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Quebec City, Canada, 2018.
[bibtex] [link]

@inproceedings{TFA,
  title={Current-Aided Time-Frequency Analysis of Vibration Signals for Gearbox Fault Diagnosis},
  author={Tu, Xiaotong and Hu, Yue and Li, Fucai},
  booktitle={ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference},
  pages={1-6},
  year={2018},
  organization={ASME}
}

Enhanced Empirical Wavelet Transform with Application to Rolling Bearings Fault Diagnosis
Xiaotong Tu, Yue Hu and Fucai Li
The 11th International Workshop on Structure Health Monitoring, California, USA, 2017.
[bibtex] [link]

@inproceedings{EEWT,
  title={Enhanced Empirical Wavelet Transform with Application to Rolling Bearings Fault Diagnosis},
  author={Tu, Xiaotong and Hu, Yue and Li, Fucai},
  booktitle={The 11th International Workshop on Structure Health Monitoring},
  year={2017},
  organization={DEStech}
}