Shypd.aiThe largest open index of AI toolsGNN-Communication-Networks is an academic research tool that collects graph-based deep learning resources for communication networks. It provides a comprehensive repository of papers and surveys in the field.
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GNN-Communication-Networks is a dedicated repository for the collection of Graph-based Deep Learning for Communication Networks. It serves as a valuable resource for researchers and academics interested in the intersection of Graph Neural Networks (GNNs) and communication network applications. The repository compiles a wide array of academic papers, including surveys, journal articles, and conference proceedings, covering topics such as federated learning for network attack detection, routing optimization, resource allocation, and intelligent modeling in network management. It is regularly updated, providing a current overview of the literature in this rapidly evolving field. The resource also highlights related tools and competitions, making it a central hub for those working on or studying GNN applications in communication networks.
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