Abstract: Identifying and ranking influential nodes in complex networks is critical for broad applications in social, biological, transportation, and other infrastructure systems. Traditional ...
New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...
Abstract: Graph Neural Networks (GNNs) exploit topological structures—namely, node-to-node connections—to aggregate contextual information, thereby achieving strong performance across diverse domains.
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