Zi-Cai Zhou

Explainability-Aligned Attributed Graph Generation

Data simulation is an established methodology in data engineering for augmenting limited datasets and safeguarding privacy, particularly for attributed graphs in domains such as finance and social networks. While existing methods successfully replicate topological and attribute distributions (statistical fidelity), we...