2 papers
eess.SP2026
Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment
Yuzhu Lei, Qiqi Xiao, Yinghui He +1
In massive multi-input multi-output (MIMO) systems, the main bottlenecks of location- and orientation-assisted beam alignment using deep neural networks (DNNs) are large training o…
cs.LG2025
Meta-SimGNN: Adaptive and Robust WiFi Localization Across Dynamic Configurations and Diverse Scenarios
Qiqi Xiao, Ziqi Ye, Yinghui He +2
To promote the practicality of deep learning-based localization, existing studies aim to address the issue of scenario dependence through meta-learning. However, these studies prim…