Alex O. Davies

According to our database, Alex O. Davies authored at least 10 papers between 2022 and 2026.

Collaborative distances:

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

2026

Topology only pre-training: towards generalised multi-domain graph models.

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

Data Min. Knowl. Discov., August, 2026

Mind the Gap? A Distributional Comparison of Real and Synthetic Priors for Tabular Foundation Models.

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

CoRR, May, 2026

Language Models Do Not Embed Numbers Continuously (Student Abstract).

Alex O. Davies, Roussel Desmond Nzoyem Ngueguin, Nirav Ajmeri, Telmo de Menezes e Silva Filho

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Language Models Do Not Embed Numbers Continuously.

Alex O. Davies, Roussel Desmond Nzoyem, Nirav Ajmeri, Telmo de Menezes e Silva Filho

CoRR, October, 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 Thirty-Ninth AAAI Conference on Artificial Intelligence, 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