Alex O. Davies

According to our database, Alex O. Davies authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Metric for the Balance of Information in Graph Learning.

Alex O. Davies, Nirav S. Ajmeri, Telmo de Menezes e Silva Filho

CoRR, January, 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

Towards Addressing Frontiers in Graph Generation.

Alex O. Davies

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

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

Hierarchical GNNs for Large Graph Generation.

Alex O. Davies, Nirav S. Ajmeri, Telmo de Menezes e Silva Filho

CoRR, 2023

2022

Realistic Synthetic Social Networks with Graph Neural Networks.

Alex O. Davies, Nirav Ajmeri

CoRR, 2022