node-classification topic
lifelong-learning
Lifelong Learning of Graph Neural Networks for Open-World Node Classification
GraphOOD-GNNSafe
The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"
MVPool
Hierarchical Multi-View Graph Pooling with Structure Learning (TKDE-2021)
GraphENS
GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification (ICLR'22)
DEMO-Net
DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification
TEG
The official source code for Task-Equivariant Graph Few-shot Learning (TEG) at KDD 2023.
erase
[Arxiv-2023] Official code for work "ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance"
Signed-Network-Embedding
versatile-embeddings
Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE
GripNet
GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)