Huaming Du

Transferable Graph Condensation from the Causal Perspective

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

The increasing scale of graph datasets has significantly improved the performance of graph representation learning methods, but it has also introduced substantial training challenges. Graph dataset condensation techniques have emerged to compress large datasets into …