The paper characterizes exact and partial recovery thresholds in the featured correlated Gaussian Wigner model and proposes the QPAlign quadratic programming algorithm with theoretical guarantees.
Align- ing random graphs with a sub-tree similarity message-passing algorithm.Journal of Statistical Mechanics: Theory and Experiment, 2022(6):063401,
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Attributed Network Alignment: Statistical Limits and Efficient Algorithm
The paper characterizes exact and partial recovery thresholds in the featured correlated Gaussian Wigner model and proposes the QPAlign quadratic programming algorithm with theoretical guarantees.