Mengbing Liu (刘梦冰)

I am currently a second-year Ph.D. student at Nanyang Technological University (NTU) , Singapore, under the supervision of Prof. Chau Yuen .

I obtained my Master's degree from University of Science and Technology of China (CN) and Bachelor's degree from Northeastern University (CN) .

Email: mengbing001@e.ntu.edu.sg  

Publications

Here are some of the papers I've published. You can also find them on Google Scholar

Onboard Terrain Classification via Stacked Intelligent Metasurface-Diffractive Deep Neural Networks from SAR Level-0 Raw Data

Mengbing Liu, Xin Li, Jiancheng An, Chau Yuen.

ICLR ML4RS Workshop, 2025.  

arXiv / BibTeX

Air-ODE Neural Network with Distributed RISs Aided Communication Systems

Mengbing Liu, Jiancheng An, Chongwen Huang, Ahmed Alhammadi, Faouzi Bader, Sami Muhaidat, Mérouane Debbah, Chau Yuen.

IEEE Middle East Conference on Communications and Networking (MECOM), 2024.  

IEEE Xplore / BibTeX

Cooperative beamforming and RISs association for multi-RISs aided multi-users MmWave MIMO systems through graph neural networks

Mengbing Liu, Chongwen huang, Marco Di Renzo, Mérouane Debbah, Chau Yuen.

IEEE International Conference on Communications (ICC), 2023.  

arXiv / IEEE Xplore / BibTeX

Deep learning-based channel estimation for double-RIS aided massive MIMO system

Mengbing Liu, Xin Li, Boyu Ning, Chongwen Huang, Sumei Sun, Chau Yuen.

IEEE Wireless Communications Letters (WCL), 2022.  

PDF / arXiv / BibTeX

Throughput analysis of UAV-assisted cellular networks by Matern hardcore point processes

Mengbing Liu, Ling Qiu, Xiaowen Liang.

Journal of University of Chinese Academy of Sciences), 2022.  

PDF / BibTeX

Education

Experience

Academic Services

Reviewer: IEEE JSAC, IEEE TCCN, IEEE TVT, IEEE WCL, IEEE CL, IEEE System Journal, IEEE VTC-spring (2024,2025), China Communciaiton, IEEE ICC 2024, IEEE WCNC 2024, IEEE WCSP 2023, IEEE GlobalCom (2023, 2024), and so on.
TPC Member: Track of Emerging Technologies, 6G and Beyond in IEEE VTC-Spring 2025.
Volunteer: IEEE 6G Summit Singapore (2023, 2024), IEEE VTC-Spring 2024.