Uncertainty in GNN Learning Evaluations: A Comparison Between Measures
for Quantifying Randomness in GNN Community Detection

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Uncertainty in GNN Learning Evaluations: A Comparison Between Measures for Quantifying Randomness in GNN Community Detection

14 December 2023

Ryan McConville

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Papers citing "Uncertainty in GNN Learning Evaluations: A Comparison Between Measures for Quantifying Randomness in GNN Community Detection"

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Title
Community detection robustness of graph neural networks Jaidev Goel Pablo Moriano Ramakrishnan Kannan Yulia R. Gel AAML 60 0 0 29 Sep 2025
Unsupervised Optimisation of GNNs for Node Clustering Will Leeney Ryan McConville 201 0 0 12 Feb 2024
Contrastive Multi-View Representation Learning on GraphsInternational Conference on Machine Learning (ICML), 2020 Kaveh Hassani Amir Hosein Khas Ahmadi SSL 664 1,556 0 10 Jun 2020
Benchmarking Graph Neural NetworksJournal of machine learning research (JMLR), 2023 Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 1.2K 1,086 0 02 Mar 2020