Heterogeneous Node Classification

3 papers with code • 1 benchmarks • 2 datasets

Node classification in heterogeneous graphs, where nodes and/or edges have multiple types.

Latest papers with no code

Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification

no code yet • IJCNLP 2019

Then, we propose Heterogeneous Graph ATtention networks (HGAT) to embed the HIN for short text classification based on a dual-level attention mechanism, including node-level and type-level attentions.

Multi-Relational Classification via Bayesian Ranked Non-Linear Embeddings

no code yet • The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’19) 2019

The task of classifying multi-relational data spans a wide range of domains such as document classification in citation networks, classification of emails, and protein labeling in proteins interaction graphs.