Non-Dissipative Graph Propagation for Non-Local Community Detection
William Leeney, Andrea Gravina, Davide Bacciu
IJCNN 2025
Publications
2025
Automated AMD vision event flagging using machine learning with remote vision monitoring
William Leeney, Mehar Rathore, Stephen Campbell
Investigative Ophthalmology & Visual Science 66 (8), 3861-3861
Reliability and consistency of self-testing visual acuity measurements on a novel smartphone app for AMD
Mehar Rathore, William Leeney, Stephen Campbell
Investigative Ophthalmology & Visual Science 66 (8), 4116-4116
2024
Unsupervised Graph Neural Networks
William Leeney
PhD Thesis, University of Bristol
Unsupervised Optimisation of GNNs for Node Clustering
William Leeney, Ryan McConville
arXiv
A Framework for Exploring Federated Community Detection
William Leeney, Ryan McConville
Graphs and more Complex Structures Workshop at AAAI Conference
Uncertainty in gnn learning evaluations: A comparison between measures for quantifying randomness in gnn community detection
William Leeney, Ryan McConville
Entropy 26 (1), 78
2023
Uncertainty in GNN Learning Evaluations: The Importance of a Consistent Benchmark for Community Detection
William Leeney, Ryan McConville
Twelfth International Conference on Complex Networks & Their Applications