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11/19/2022
Delay-aware Backpressure Routing Using Graph Neural Networks
We propose a throughput-optimal biased backpressure (BP) algorithm for r...
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03/27/2022
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks
Distributed scheduling algorithms for throughput or utility maximization...
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09/12/2021
Link Scheduling using Graph Neural Networks
Efficient scheduling of transmissions is a key problem in wireless netwo...
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11/18/2020
Distributed Scheduling using Graph Neural Networks
A fundamental problem in the design of wireless networks is to efficient...
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10/16/2018
Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex Convolutional Networks
Recent explorations of Deep Learning in the physical layer (PHY) of wire...
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10/05/2018