2 papers
cs.LG2026
Transferable Graph Condensation from the Causal Perspective
Huaming Du, Yijie Huang, Su Yao +10
The increasing scale of graph datasets has significantly improved the performance of graph representation learning methods, but it has also introduced substantial training challeng…
cs.LG2024
Kriformer: A Novel Spatiotemporal Kriging Approach Based on Graph Transformers
Renbin Pan, Feng Xiao, Hegui Zhang +1
Accurately estimating data in sensor-less areas is crucial for understanding system dynamics, such as traffic state estimation and environmental monitoring. This study addresses ch…