Latest Research in Advanced Graph Neural Networks
8 research papers · 2026 median publication year
Top Research Topics in Advanced Graph Neural Networks
- Advanced Graph Neural Networks — 4 papers
- Machine Learning — 2 papers
- Interconnection Networks and Systems — 1 papers
- Artificial Intelligence — 1 papers
Highest-Cited Papers
- FoundAna: A GNN-assisted Foundation Model for Graph Anomaly Detection
- Deterministic Integer Topologies: Bypassing the Matrix-Multiplication Bottleneck via Cache-Resident Graph Traversal
- Feature Transformation Enhanced Jacobi Polynomial Graph Filtering for Graph Anomaly Detection
- Unblackboxing the Foundational GCN-GRU Detector: Topology, Short-Term Patterns, and Long-Term History
- EVIDENT: An Ante-Hoc Evidence Bottleneck for Intrinsically Explainable Anomaly Detection in Dynamic Graphs
- Unblackboxing the Foundational GCN-GRU Detector: Topology, Short-Term Patterns, and Long-Term History
- EVIDENT: An Ante-Hoc Evidence Bottleneck for Intrinsically Explainable Anomaly Detection in Dynamic Graphs
- RAD: Rule-Augmented Relational Anomaly Detection