13 citations · 13 across the 1 of their papers we have counts for
2 papers
eess.SP2020★ 13 cited
Graph Neural Networks for Massive MIMO Detection
Andrea Scotti, Nima N. Moghadam, Dong Liu +2
In this paper, we innovately use graph neural networks (GNNs) to learn a message-passing solution for the inference task of massive multiple multiple-input multiple-output (MIMO) d…
cs.LG2019
Belief Propagation as Fully Factorized Approximation
Dong Liu, Nima N. Moghadam, Lars K. Rasmussen +2
Belief propagation (BP) can do exact inference in loop-free graphs, but its performance could be poor in graphs with loops, and the understanding of its solution is limited. This w…