Critical node detection investigates the identification of influential nodes whose removal, either accidental or deliberate, significantly diminishes network connectivity and overall performance.

NORFOLK, UNITED KINGDOM, July 17, 2025 / EINPresswire.com / -- MGPD Finance Limited, operating as hashj cloud mining, today announced the rollout of a new edge-optimized node architecture aimed at ...

Although Graph Neural Networks (GNNs) have exhibited the powerful ability to gather graph-structured information from neighborhood nodes via various message-passing mechanisms, the performance of GNNs ...

However, existing graph NAS approaches often overlook hardware-related metrics, which are crucial for deploying GNNs on resource-constrained edge devices. This paper proposes HWGNAS, a novel ...

This project extracts method‑level AST metadata from Java source code, trains a GNN on the resulting graphs, indexes the embeddings with FAISS, and allows real‑time retrieval of the top‑3 most similar ...

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