2 papers
cs.HC2025
Data Insights as Data: Quick Overview and Exploration of Automated Data Insights
Shangxuan Wu, Wendi Luan, Yong Wang +3
Automated data insight mining and visualization have been widely used in various business intelligence applications (e.g., market analysis and product promotion). However, automate…
cs.LG2025
DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training
Renjie Liu, Yichuan Wang, Xiao Yan +5
Graph neural networks (GNNs) are machine learning models specialized for graph data and widely used in many applications. To train GNNs on large graphs that exceed CPU memory, seve…