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Collections including paper arxiv:2404.11568

Papers - GNN - MoIE

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1

Papers - GNN - Fine-tuning - Custom Layer - MLP

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1

Papers - GNN - Encoders - Positional and Structural Encoding

1) random walk diagonals 2) Laplacian eigenvectors for geometry and position 3) global structural information about the graph

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1

Papers - GNN - Encoders

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1

Papers - GNN - MPNN

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1

Papers - Hybrid Arch - Skip Connections

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1

Papers - GNN - Benchmark - MoleculeNet

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1

Papers - GNN - Benchmark - Polaris

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1

Papers - GNN - Benchmark - TDC

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1

Papers - GNN - Fine-tuning

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1

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