180 citations · 197 across the 4 of their papers we have counts for
4 papers
CUNO: Curriculum and Preference Optimization for Stable Graph Unlearning under Mass Deletion
Chenhan Zhang, Ali Braytee, Madhushi Bandara +4
Graph unlearning removes the influence of designated training data from a trained graph model without retraining from scratch. However, existing methods suffer a sharp drop in mode…
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences
Adrian Caruana, Madhushi Bandara, Daniel Catchpoole +1
A meaningful understanding of clinical protocols and patient pathways helps improve healthcare outcomes. Electronic health records (EHR) reflect real-world treatment behaviours tha…
Relational Autoencoder for Feature Extraction
Qinxue Meng, Daniel Catchpoole, David Skillicorn +1
Feature extraction becomes increasingly important as data grows high dimensional. Autoencoder as a neural network based feature extraction method achieves great success in generati…
Dynamic Island Model based on Spectral Clustering in Genetic Algorithm
Qinxue Meng, Jia Wu, John Ellisy +1
How to maintain relative high diversity is important to avoid premature convergence in population-based optimization methods. Island model is widely considered as a major approach…