Publications

All the papers I've published.

•  diffractive-deep-neural-network
•  graph-neural-network
•  over-the-air-computation
•  reconfigurable-intelligent-surface
•  stacked-intelligent-metasurface
•  stochastic-geometry
•  wireless-communications

2025

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

2024

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

Multi-Sources Information Fusion Learning for Multi-Points NLOS Localization

Bohao Wang, Fenghao Zhu, Mengbing Liu, Chongwen Huang, Qianqian Yang, Ahmed Alhammadi, Zhaoyang Zhang, Mérouane Debbah.

IEEE 99th Vehicular Technology Conference, 2024.  

arXiv / IEEE XPlore / BibTeX

2023

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

2022

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