Projects

Projects

Updated 6 months ago

unified-graph-transformer • Science 67%

Unified Graph Transformer (UGT) is a novel Graph Transformer model specialised in preserving both local and global graph structures and developed by NS Lab @ CUK based on pure PyTorch backend.

graph graph-neural-networks graph-representation-learning graph-transformer pretrained-graph-model self-supervised-graph-learning structure-preserving-graph-transformer transformers

Updated 6 months ago

community-aware-graph-transformer • Science 67%

Community-aware Graph Transformer (CGT) is a novel Graph Transformer model that utilizes community structures to address node degree biases in message-passing mechanism and developed by NS Lab @ CUK based on pure PyTorch backend.

degree-bias degree-fairness graph-algorithms graph-neural-networks graph-representation-learning graph-theory graph-transformer graphs node-classification pretrained-graph-model self-supervised-graph-learning transformer

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

unified-graph-transformer • Science 67%

community-aware-graph-transformer • Science 67%