most citedContrastive ACE: Domain Generalization Through Alignment of Causal Mechanisms

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cs.NI2022

ENGNN: A General Edge-Update Empowered GNN Architecture for Radio Resource Management in Wireless Networks

Yunqi Wang, Yang Li, Qingjiang Shi +1

In order to achieve high data rate and ubiquitous connectivity in future wireless networks, a key task is to efficiently manage the radio resource by judicious beamforming and powe…

cs.NI2022

Learning Cooperative Beamforming with Edge-Update Empowered Graph Neural Networks

Yunqi Wang, Yang Li, Qingjiang Shi +1

Cooperative beamforming design has been recognized as an effective approach in modern wireless networks to meet the dramatically increasing demand of various wireless data traffics…