Heterogeneous Graph Neural Network with Adaptive Relation Reconstruction

Weihong Lin; Zhaoliang Chen; Yuhong Chen; Shiping Wang

Heterogeneous Graph Neural Network with Adaptive Relation Reconstruction

Weihong Lin, Zhaoliang Chen, Yuhong Chen, Shiping Wang

Published: 01 Jan 2025, Last Modified: 22 Jul 2025Neural Networks 2025EveryoneRevisionsBibTeXCC BY-SA 4.0

Abstract: Highlights•Propose a GCN-based framework for heterogeneous graph semi-supervised classification.•Address unestablished or inaccurate relations in adjacency matrices for meta-paths.•Harness latent node representations from meta-paths to optimize graph connectivity.

Loading