2 papers
cs.LG2026
Node-level Graph Neural Architecture Search Framework
Lintao Yanga, Sirui Lia, Yaqing Wang +4
In recent years, Graph Neural Networks (GNNs) and architecture search frameworks have gained extensive application in non-Euclidean data processing, attributable to their superior…
cs.LG2026
AutoHGNN: Robust and Efficient Neural Architecture Search for Hypergraph Neural Networks
Sirui Li, Pietro Liò b, Xinsheng Li +2
Hypergraph neural networks have achieved significant success in recent years. However, manual architecture crafting is labor-intensive and often fails to capture complex, higher-or…