2 papers
cs.LG2025
LHGEL: Large Heterogeneous Graph Ensemble Learning using Batch View Aggregation
Jiajun Shen, Yufei Jin, Yi He +1
Learning from large heterogeneous graphs presents significant challenges due to the scale of networks, heterogeneity in node and edge types, variations in nodal features, and compl…
cs.LG2025
HGEN: Heterogeneous Graph Ensemble Networks
Jiajun Shen, Yufei Jin, Yi He +1
This paper presents HGEN that pioneers ensemble learning for heterogeneous graphs. We argue that the heterogeneity in node types, nodal features, and local neighborhood topology po…