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ECHO: Encoding Communities via High-order Operators

arXiv:2602.22446v1 Announce Type: new Abstract: Community detection in attributed networks faces a fundamental divide: topological algorithms ignore semantic features, while Graph Neural Networks (GNNs) encounter devastating computational bottlenecks. Specifically, GNNs suffer from a Semantic Wall of feature over smoothing in...

1 min 1 month, 2 weeks ago
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LOW Academic United States

Neural Network-Based Parameter Estimation of a Labour Market Agent-Based Model

arXiv:2602.15572v1 Announce Type: new Abstract: Agent-based modelling (ABM) is a widespread approach to simulate complex systems. Advancements in computational processing and storage have facilitated the adoption of ABMs across many fields; however, ABMs face challenges that limit their use as...

1 min 1 month, 4 weeks ago
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