2 papers
cs.LG2026
Evolutionary Refinement of Generative Graph Topologies: A Hybrid WGAN-GA Approach
James Sargant, Seyedeh Ava Razi Razavi, Renata Dividino +1
Generating realistic graph-structured data is challenging due to discrete connectivity, varying graph sizes, and class-specific structural patterns. Recent Generative Adversarial N…
cs.LG2026
Adaptive Edge Learning for Density-Aware Graph Generation
Seyedeh Ava Razi Razavi, James Sargant, Sheridan Houghten +1
Generating realistic graph-structured data is challenging due to discrete structures, variable sizes, and class-specific connectivity patterns that resist conventional generative m…