Publications

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

1. Optimality of Approximate Message Passing Algorithms for Spiked Matrix Models with Rotationally Invariant Noise.
   Rishabh Dudeja, Songbin Liu, Junjie Ma (Alphabetically ordered). Annals of Statistics, 2026. [PDF]

2. Rotationally-Invariant AMP for Ccompressed Sensing with Multiple Measurement Vectors.
   Shengsong Luo, Songbin Liu, Junjie Ma, Chongbin Xu, Xin Wang. ICASSP, 2026 [[PDF]]

3. Orthogonal Approximate Message Passing Algorithms for Rectangular Spiked Matrix Models with Rotationally Invariant Noise.
   Haohua Chen, Songbin Liu, Junjie Ma. ICASSP, 2026 [PDF]

4. Orthogonal Approximate Message Passing with Optimal Spectral Initializations for Rectangular Spiked Matrix Models.
   Haohua Chen, Songbin Liu, Junjie Ma. Preprint, 2025. [PDF]

5. Unifying AMP Algorithms for Rotationally-Invariant Models.
   Songbin Liu, Junjie Ma. Preprint, 2024. [PDF]

6. REIA: A database for cancer A-to-I RNA editing with interactive analysis.
   Huimin Zhu, Lu Huang, Songbin Liu, Zhiming Dai, Zhou Songyang, Zhihui Weng, Yuanyan Xiong.
   International Journal of Biological Sciences, 2022. [PDF]

7. Decentralized Channel Estimation for the Uplink of Grant-Free Massive Machine-Type Communications.
   Songbin, Liu, Haochuan Zhang, and Qiuyun Zou. IEEE Transactions on Communications, 2021. [PDF]