Self-expression Property Theory Guided Multi-modal Brain Graph Learning

ReiPool: Reinforced Pooling Graph Neural Networks for Graph-Level Representation Learning

Brain Subgraph Extraction for Disorder Analysis via Cross-Domain Brain Graph Learning

Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used datasets and tools. We also invite researchers interested in bra…

An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis (WSDM 2024 Demo )

Knowledge Distillation Guided Interpretable Brain Subgraph Neural Networks for Brain Disorder Exploration

The paper "Deep Graph Level Anomaly Detection with Contrastive Learning" has been accepted by Scientific Reports Journal.

The paper "Deep Semantic Network Representation" was accepted by ICDM 2020.

The paper " ComGA:Community-Aware Attributed Graph Anomaly Detection" was accepted by WSDM 2022.