Pure Transformers are Powerful Graph Learners


5

939

August 17, 2023

GraphBert: Only Attention is Needed for Learning Graph Representations


0

1500

July 26, 2023

Attending to Graph Transformers


0

1619

July 21, 2023

Transformers for Node Classification


13

764

July 20, 2023

LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation


0

1084

July 7, 2023

TwHINBERT: A SociallyEnriched Pretrained Language Model for Multilingual


0

461

June 15, 2023

Inductive Matrix Completion Based on Graph Neural Networks


0

491

June 15, 2023

Complex Embeddings for Simple Link Prediction


0

485

June 15, 2023

Do Transformers Really Perform Bad for Graph Representation?


0

570

June 15, 2023

Global SelfAttention as a Replacement for Graph Convolution


0

461

June 15, 2023

Node Feature Extraction by SelfSupervised Multiscale Neighborhood Prediction


0

450

June 15, 2023

Scalable Graph Neural Networks for Heterogeneous Graphs


0

388

June 15, 2023

Positionbased Hash Embeddings For Scaling Graph Neural Networks


0

450

June 15, 2023

Positionaware Graph Neural Networks


0

526

June 15, 2023

Graph Neural Networks with Learnable Structural and Positional Representations


0

456

June 15, 2023

Inductive Graph Embeddings through Locality Encodings


0

501

June 15, 2023
