2 papers
eess.SP2025
Modular PE-Structured Learning for Cross-Task Wireless Communications
Yuxuan Duan, Chenyang Yang
Recent trends in learning wireless policies attempt to develop deep neural networks (DNNs) for handling multiple tasks with a single model. Existing approaches often rely on large…
eess.SP2025
Learning Precoding in Multi-user Multi-antenna Systems: Transformer or Graph Transformer?
Yuxuan Duan, Jia Guo, Chenyang Yang
Transformers have been designed for channel acquisition tasks such as channel prediction and other tasks such as precoding, while graph neural networks (GNNs) have been demonstrate…