Hierarchical Graph Learning-Based Floorplanning with Dirichlet Boundary Conditions

Keyphrases

• Learning-based 100%
• Dirichlet Boundary Condition 100%
• Floorplanning 100%
• Graph Learning 100%
• Hierarchical Graph 100%
• Location Constraint 40%
• Design Problems 20%
• Machine Learning 20%
• Uniformization 20%
• Machine Learning Techniques 20%
• Optimization Problem 20%
• Physical Design 20%
• NP-hard 20%
• Initial Position 20%
• Wirelength 20%
• Quadratic Optimization 20%
• Homogeneous Dirichlet Boundary Conditions 20%
• Downstream Task 20%
• Placer 20%
• Mixed Sizes 20%
• Wirelength Optimization 20%
• Movable Objects 20%
• Hard Combinatorial Problems 20%
• Graph Inference 20%

Computer Science

• Floorplanning 100%
• Boundary Condition 100%
• Location Constraint 40%
• Optimization Problem 20%
• Design Problem 20%
• Machine Learning Technique 20%
• Physical Design 20%
• Graph Neural Network 20%
• Placement Solution 20%
• Hard Combinatorial Problem 20%
• Quadratic Wirelength 20%
• Machine Learning 20%
• Learning System 20%