31 citations · 69 across the 35 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
eess.SP2022
A Model-based GNN for Learning Precoding
Jia Guo, Chenyang Yang
Learning precoding policies with neural networks enables low complexity online implementation, robustness to channel impairments, and joint optimization with channel acquisition. H…
eess.SP2022★ 1 cited
Size Generalization for Resource Allocation with Graph Neural Networks
Wu Jiajun, Sun Chengjian, Yang Chenyang
Size generalization is important for learning wireless policies, which are often with dynamic sizes, say caused by time-varying number of users. Recent works of learning to optimiz…
cs.MM2022
Privacy Leakage in Proactive VR Streaming: Modeling and Tradeoff
Xing Wei, Chenyang Yang, Chengjian Sun
Proactive tile-based virtual reality (VR) video streaming employs the viewpoint of a user to predict the tiles to be requested, renders and delivers the predicted tiles before play…