Synchronize the MAX_GRAPH_NODES setting with the web UI via the status and health check APIs: Add the max_graph_nodes attribute to the LightRAG class and all graph storage classes. Retrieve the ...

Many graph neural networks (GNNs) are inapplicable when the graph structure representing the node relations is unavailable. Recent studies have shown that this problem can be effectively solved by ...

In recent years, reconstructing features and learning node representations by graph autoencoders (GAE) have attracted much attention in deep graph node clustering. However, existing works often ...

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The dual-channel graph convolutional neural networks based on hybrid features jointly model the different features of networks, so that the features can learn each other and improve the performance of ...