Publications

Book Chapters

Randomized Kaczmarz method for single particle X-ray image phase retrieval [Invited paper]
Xian Y., Liu H., Tai X., and Wang Y.
Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging, 2022.

Generative Adversarial Networks for Robust Cryo-EM Image Denoising [Invited paper]
Gu H., Xian Y., Christy Unarta I., and Yao Y.
Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging, 2022.

Selective Conference and Journal

Variance-reduced randomized Kaczmarz method in XFEL single-particle imaging phase retrieval
Xian Y., Liu H., Tai X., and Wang Y.
IEEE International Conference in Image Processing (ICIP), 2022.

Data-driven tight frame for Cryo-EM image denoising and conformational classification
Xian Y., Gu H., Wang W., Huang X., Yao Y., Wang Y., and Cai J.
IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2018.

Adaptive DCTNet for audio signal classification
Xian Y., Pu Y., Gan Z, Lu L., and Thompson A.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017

Modified DCTNet for audio signals classification
Xian Y., Pu Y., Gan Z, Lu L., and Thompson A.
The Journal of the Acoustical Society of America, 2016

Intrinsic structure study of whale vocalizations
Xian Y., Sun X., Liao W., Zhang Y., Nowacek D. and Nolte L.
OCEANS 2016 MTS/IEEE Monterey, 2016

Classification of whale vocalizations using the weyl transform
Xian Y., Thompson A., Qiu Q, Nolte L., Nowacek D. Lu J., and Calderbank R.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014

On marine mammal acoustic detection performance bounds
Xian Y., Zhang Y., Tantum S., and Nolte L.
The Journal of the Acoustical Society of America, 2013

Preprint

Provable Near-Optimal Low-Multilinear-Rank Tensor Recovery
Cai J., Miao L., Wang Y. and Xian Y.

DCTNet and PCANet for acoustic siganls feature extraction
Xian Y., Thompson A., Sun X., Nowacek D., and Nolte L.

Patents

Method and apparatus of adaptive transmission based on the ultra wide-band signals
Xian Y. and Mao C.

Method and apparatus of localization based on the free-space optical signals
Xian Y. and Mao C.

Technical Reports

Positioning with the mmWave signals
Xian Y. , Hong Kong Applied Science and Technology Research Institute (ASTRI) .

Physical uplink shared channel (PUSCH) scheduling based on the sounding reference signals (SRS)
Xian Y. , Hong Kong Applied Science and Technology Research Institute (ASTRI) .

Matrix factorization on MMSE matrix computation acceleration
Xian Y. , Hong Kong Applied Science and Technology Research Institute (ASTRI) .

[* denotes equal contribution]