TGOpt: Redundancy-Aware Optimizations for Temporal Graph Attention Networks

Keyphrases

• Redundancy-aware 100%
• Graph Attention Network 100%
• Temporal Graphs 100%
• Redundancy 50%
• Dynamic Graph 50%
• Static Graph 50%
• Graph Neural Network 50%
• Optimization Techniques 25%
• Neural Network Model 25%
• D-value 25%
• Application Domain 25%
• Network Inference 25%
• Precomputation 25%
• Execution Behavior 25%
• Link Prediction 25%
• Modeling Interactions 25%
• Redundant Computation 25%
• Memoization 25%
• Inference Performance 25%
• Deduplication 25%
• Temporal Parts 25%
• Reddit post 25%
• Neighbor Embedding 25%
• Self-attention Mechanism 25%
• Predictive Task 25%
• Spatial-temporal Graph Neural Network 25%
• Temporal Node Embeddings 25%
• Time Encoding 25%

Computer Science

• Attention (Machine Learning) 100%
• Temporal Graph 100%
• Graph Neural Network 60%
• Optimization Technique 20%
• Experimental Result 20%
• Neural Network Model 20%
• Application Domain 20%
• deduplication 20%
• Link Prediction 20%
• Precomputation 20%
• Network Inference 20%
• Node Embedding 20%
• Self-Attention Mechanism 20%
• Graphics Processing Unit 20%