Latest Research in Advanced Graph Neural Networks

8 research papers · 2026 median publication year

Top Research Topics in Advanced Graph Neural Networks

Highest-Cited Papers

  1. FoundAna: A GNN-assisted Foundation Model for Graph Anomaly Detection
  2. Deterministic Integer Topologies: Bypassing the Matrix-Multiplication Bottleneck via Cache-Resident Graph Traversal
  3. Feature Transformation Enhanced Jacobi Polynomial Graph Filtering for Graph Anomaly Detection
  4. Unblackboxing the Foundational GCN-GRU Detector: Topology, Short-Term Patterns, and Long-Term History
  5. EVIDENT: An Ante-Hoc Evidence Bottleneck for Intrinsically Explainable Anomaly Detection in Dynamic Graphs
  6. Unblackboxing the Foundational GCN-GRU Detector: Topology, Short-Term Patterns, and Long-Term History
  7. EVIDENT: An Ante-Hoc Evidence Bottleneck for Intrinsically Explainable Anomaly Detection in Dynamic Graphs
  8. RAD: Rule-Augmented Relational Anomaly Detection
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L3 Region - - 2026 Sep Q3
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Latest Research in Advanced Graph Neural Networks (2026) | TGRS