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Ian Gallagher
Ian Gallagher
School of Mathematics and Statistics, University of Melbourne
Verified email at unimelb.edu.au - Homepage
Title
Cited by
Cited by
Year
Spectral embedding for dynamic networks with stability guarantees
I Gallagher, A Jones, P Rubin-Delanchy
Advances in Neural Information Processing Systems 34, 10158-10170, 2021
312021
Spectral embedding of weighted graphs
I Gallagher, A Jones, A Bertiger, CE Priebe, P Rubin-Delanchy
Journal of the American Statistical Association 119 (547), 1923-1932, 2024
182024
Persistent homology of graph embeddings
V Solanki, P Rubin-Delanchy, I Gallagher
arXiv preprint arXiv:1912.10238, 2019
92019
Intensity profile projection: A framework for continuous-time representation learning for dynamic networks
A Modell, I Gallagher, E Ceccherini, N Whiteley, P Rubin-Delanchy
Advances in Neural Information Processing Systems 36, 23259-23296, 2023
52023
A Simple and Powerful Framework for Stable Dynamic Network Embedding
E Davis, I Gallagher, DJ Lawson, P Rubin-Delanchy
arXiv preprint arXiv:2311.09251, 2023
52023
Spectral embedding and the latent geometry of multipartite networks
A Modell, I Gallagher, J Cape, P Rubin-Delanchy
arXiv preprint arXiv:2202.03945, 2022
42022
Bayesian block modelling for weighted networks
I Gallagher
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 55-61, 2010
42010
Valid Conformal Prediction for Dynamic GNNs
E Davis, I Gallagher, DJ Lawson, P Rubin-Delanchy
arXiv preprint arXiv:2405.19230, 2024
32024
node2vec2rank: Large Scale and Stable Graph Differential Analysis via Multi-Layer Node Embeddings and Ranking
P Mandros, I Gallagher, V Fanfani, C Chen, J Fischer, A Ismail, L Hsu, ...
bioRxiv, 2024
22024
Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees
E Ceccherini, I Gallagher, A Jones, D Lawson
arXiv preprint arXiv:2503.02859, 2025
2025
Adjacency Spectral Embedding Beyond Unweighted, Undirected Networks
I Gallagher
University of Bristol, 2022
2022
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