Towards Sparsification of Graph Neural Networks

Keyphrases

• Sparsification 100%
• Sparse Training 100%
• Graph Neural Network 100%
• Real-world Graphs 66%
• Model Compression 66%
• Sparsity 33%
• Deep Neural Network 33%
• Optimization Methods 33%
• Wiki 33%
• Image Classification 33%
• Computational Cost 33%
• Publicly Available 33%
• Compression Method 33%
• Comparable Accuracy 33%
• Object Detection 33%
• Memory Cost 33%
• Link Prediction 33%
• Accuracy Performance 33%
• Classification Detection 33%
• Redundant Edges 33%
• Redundant Nodes 33%
• Stack Overflow 33%
• Image Object 33%
• Node Classification 33%
• High Parameter 33%
• Accuracy Training 33%
• State-of-the-art Models 33%
• Model Sparsification 33%
• Model Sparsity 33%
• Model Layer 33%
• Brain Dataset 33%
• Extreme Model 33%
• GNN Model 33%

Computer Science

• Graph Neural Network 100%
• Sparsification 100%
• Sparsity 50%
• Model Compression 50%
• Deep Neural Network 25%
• Image Classification 25%
• Object Detection 25%
• Link Prediction 25%
• Node Classification 25%
• Experimental Result 25%