LCC
No mentions found
This entity hasn't been tracked yet, or Iris is still building its knowledge base.
Related Articles from SNS
Graph Neural Network leveraging Higher-order Class Label Connectivity for Heterophilous Graphs
arXiv:2606.07475v1 Announce Type: new Abstract: Node classification in graph neural networks (GNNs) has been widely applied in various fields of graph analysis. GNNs achieve high-accuracy node classification in homophilous graphs, where nodes with the same class label tend to be connected. However, their performance remains limited in heterophilous graphs, where nodes with different class labels are more likely to be connected.
Light Cone Consistency: Closure, Ordering, and the Single-Observer Boundary
Announce Type: replace Abstract: Every distributed system is a message-passing system, and every message-passing system is a growing causal DAG observed by a set of observers. We treat each observer's consistency as two operators on its visible sub-DAG (a causal-closure filter $C$, fixing which dependencies it must have seen, and a fork resolution $O$, ordering the concurrent forks the filter admits) and give the resulting space the structure the flat catalog of named models lacks. The...