Mengbing Liu

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Over-the-Air ODE-Inspired Neural Network for Dual Task-Oriented Semantic Communications.
IEEE Trans. Cogn. Commun. Netw.
Mengbing Liu, Jiancheng An, Chongwen Huang, Chau Yuen
2025 J jnl
Beamforming Design and Association Scheme for Multi-RIS Multi-User mmWave Systems Through Graph Neural Networks.
IEEE Trans. Wirel. Commun.
Mengbing Liu, Chongwen Huang, Ahmed Alhammadi, Marco Di Renzo, Mérouane Debbah, Chau Yuen
2025 J jnl
LLM Agent Communication Protocol (LACP) Requires Urgent Standardization: A Telecom-Inspired Protocol is Necessary.
CoRR
Xin Li, Mengbing Liu, Chau Yuen
2025 J jnl
Onboard Terrain Classification via Stacked Intelligent Metasurface-Diffractive Deep Neural Networks from SAR Level-0 Raw Data.
CoRR
Mengbing Liu, Xin Li, Jiancheng An, Chau Yuen
2025 — conf
WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications.
ACL (Findings)
Xin Li, Mengbing Liu, Li Wei, Jiancheng An, Mérouane Abdelkader Debbah, Chau Yuen
2025 J jnl
WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications.
CoRR
Xin Li, Mengbing Liu, Li Wei, Jiancheng An, Mérouane Debbah, Chau Yuen
2025 J jnl
WirelessMathLM: Teaching Mathematical Reasoning for LLMs in Wireless Communications with Reinforcement Learning.
CoRR
Xin Li, Mengbing Liu, Yiyang Zhu, Wenhe Zhang, Li Wei, Jiancheng An, Chau Yuen
2024 — conf
Multi -Sources Information Fusion Learning for Multi-Points NLOS Localization.
VTC Spring
Bohao Wang, Fenghao Zhu, Mengbing Liu, Chongwen Huang, Qianqian Yang, Ahmed Alhammadi, Zhaoyang Zhang, Mérouane Debbah
2024 J jnl
Multi-Sources Information Fusion Learning for Multi-Points NLOS Localization.
CoRR
Bohao Wang, Fenghao Zhu, Mengbing Liu, Chongwen Huang, Qianqian Yang, Ahmed Alhammadi, Zhaoyang Zhang, Mérouane Debbah
2023 — conf
Cooperative Beamforming and RISs Association for Multi-RISs Aided Multi-Users MmWave MIMO Systems Through Graph Neural Networks.
ICC
Mengbing Liu, Chongwen Huang, Marco Di Renzo, Mérouane Debbah, Chau Yuen
2023 J jnl
Deep Learning-Based Channel Estimation for Double-RIS Aided Massive MIMO System.
IEEE Wirel. Commun. Lett.
Mengbing Liu, Xin Li, Boyu Ning, Chongwen Huang, Sumei Sun, Chau Yuen
2021 J jnl
Throughput Analysis of UAV-assisted CellularNetworks by Matérn Hardcore Point Process.
CoRR
Mengbing Liu, Guangji Chen, Ling Qiu