2 papers
cs.LG2026
Graph Neural Network leveraging Higher-order Class Label Connectivity for Heterophilous Graphs
Takuto Takahashi, Itsuki Nakayama, Takahiro Mitani +3
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 graph…
cs.DB2026
Workload acceleration by optimizing materialized view selection using local search
Kaina Anderson, Yohanes Yohanie Fridelin Panduman, Yuya Sasaki +1
The growing size of database workloads has made view selection a key performance challenge. Materializing frequent sub-queries in workloads improves query efficiency, but it incurs…