Latest

• GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels
• Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data
• Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs
• Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing
• BaLeNAS: Differentiable Architecture Search via Bayesian Learning Rule
• iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients
• Convolutional Neural Networks based Lung Nodule Classification: A Surrogate-Assisted Evolutionary Algorithm for Hyperparameter Optimization
• One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting
• Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement
• One-Shot Neural Architecture Search via Novelty Driven Sampling
• Overcoming Multi-Model Forgetting in One-Shot NAS with Diversity Maximization