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Tiny Graph Neural Networks for Radio Resource Management
We evaluate the performance of the proposed LR-MPGNN model based on several key metrics: model size, number of parameters, weighted sum rate of the communication system, and the distribution of eigenvalues of weight matrices.
Adversarial Attacks on Graph Neural Networks based Spatial Resource Management in P2P Wireless Communications
To this end, we formulate an optimization problem that involves analyzing the distribution of channel eigenvalues before and after the attacks are applied.
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