Publications

You can also find my articles on my Google Scholar profile or ResearchGate.

Journal Publications

1. Learning an Interpretable End-to-End Network for Real-Time Acoustic Beamforming
   Liang, Hao and Zhou, Guanxing, and Tu, Xiaotong*, and Jakobsson, Andreas and Ding, Xinghao and Huang, Yue
   Journal of Sound and Vibration (JSV), 2024
   [pdf] [baseline] [codes]

2. Adaptive Sparse Estimation of Nonlinear Chirp Signals using Laplace Priors
   Tu, Xiaotong and Liang, Hao* and Jakobsson, Andreas and Huang, Yue and Ding, Xinghao
   The Journal of the Acoustical Society of America (JASA), 2024
   [pdf] [codes]

3. Learning to Sound Imaging by a Model-based Interpretable Network
   Zhang, Yonghua and Tu, Xiaotong* and Abbas, Saqlain and Liang, Hao and Huang, Yue and Ding, Xinghao
   Signal Processing, 2023
   [pdf]

4. Adaptive Nonlinear Group Delay Mode Estimation
   Mao, Yijin and Tu, Xiaotong* and Abbas, Saqlain and Liang, Hao and Huang, Yue and Ding, Xinghao
   Signal Processing, 2023
   [pdf] [codes]

5. Sparse Optimization for Nonlinear Group Delay Mode Estimation
   Liang, Hao and Ding, Xinghao and Jakobsson, Andreas and Tu, Xiaotong* and Huang, Yue
   The Journal of the Acoustical Society of America (JASA), 2022
   [pdf] [codes]

6. A Robust Low-Rank Matrix Completion Based on Truncated Nuclear Norm and Lp-norm
   Liang, Hao and Li, Kang* and Huang, Jianjun
   The Journal of Supercomputing, 2022
   [pdf] [codes]

7. High-Resolution Source Localization Exploiting the Sparsity of the Beamforming Map
   Ding, Xinghao and Liang, Hao and Jakobsson, Andreas and Tu, Xiaotong* and Huang, Yue
   Signal Processing, 2022
   [pdf] [codes]

Conference Publications

1. An Improved Privacy and Utility Analysis of Differentially Private SGD with Bounded Domain and Smooth Losses
   Liang, Hao and Zhang, Wanrong and He, Xinlei and Wu, Kaishun and Xing, Hong*
   40th Annual AAAI Conference on Artificial Intelligence (AAAI), 2026
   [pdf] [codes]

2. Acoustic-Net: A Novel Neural Network for Sound Localization and Quantification
   Zhou, Guanxing and Liang, Hao and Ding, Xinghao and Huang, Yue and Tu, Xiaotong* and Abbas, Saqlain
   in 19th Asia-Pacific Vibration Conference (APVC), 2022
   [pdf] [codes]

3. Adaptive Variational Nonlinear Chirp Mode Decomposition
   Liang, Hao and Ding, Xinghao and Jakobsson, Andreas and Tu, Xiaotong* and Huang, Yue
   in 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
   [pdf] [codes]