5 citations · 8 across the 5 of their papers we have counts for
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cs.IT2023★ 2 cited
Accelerating Graph Neural Networks via Edge Pruning for Power Allocation in Wireless Networks
Lili Chen, Jingge Zhu, Jamie Evans
Graph Neural Networks (GNNs) have recently emerged as a promising approach to tackling power allocation problems in wireless networks. Since unpaired transmitters and receivers are…
cs.NI2023★ 5 cited
Graph Neural Networks for Power Allocation in Wireless Networks with Full Duplex Nodes
Lili Chen, Jingge Zhu, Jamie Evans
Due to mutual interference between users, power allocation problems in wireless networks are often non-convex and computationally challenging. Graph neural networks (GNNs) have rec…