Realistic Synthetic Social Networks with Graph Neural Networks. - Alex O. Davies; Nirav Ajmeri (CoRR, 2022)

Hierarchical GNNs for Large Graph Generation. - Alex O. Davies; Nirav S. Ajmeri; Telmo de Menezes e Silva Filho (CoRR, 2023)

Its All Graph To Me: Foundational Topology Models with Contrastive Learning on Multiple Domains. - Alex O. Davies; Riku W. Green; Nirav S. Ajmeri; Telmo de Menezes e Silva Filho (CoRR, 2023)

Towards Addressing Frontiers in Graph Generation. - Alex O. Davies (AAAI, 2025)

A Comparative Study of GNNs and Rule-Based Methods for Synthetic Social Network Generation. - Alex O. Davies; Nirav S. Ajmeri; Telmo de Menezes e Silva Filho (IEEE Access, 2025)

A Metric for the Balance of Information in Graph Learning. - Alex O. Davies; Nirav S. Ajmeri; Telmo de Menezes e Silva Filho (CoRR, 2025)