2020-06-11 · Further investigate the graph-to-graph transfer of a universal GRAPH-BERT for graph representation learning across different graph datasets

graph-neural-networks bert g5 graph-bert graphs attention transformers natural-language-processing paper arxiv:2006.06183 representation-learning research

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Jiawei Zhang

DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs.

Low-Dimensional Hyperbolic Knowledge Graph Embeddings

2020-06-25 ·
Low-dimensional knowledge graph embeddings that simultaneously capture hierarchical relations and logical patterns.

GraphNorm

2020-09-07 ·
A Principled Approach to Accelerating Graph Neural Network Training.

Graphein

Protein Graph Library