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• Detecting Contextual Network Anomalies with Graph Neural Networks
  2023 · 7 citations
• Scaling Graph-based Deep Learning models to larger networks
  2021 · 5 citations
• Topological Graph Signal Compression
  2023 · 1 citations
• Bridging the Gap Between Simulated and Real Network Data Using Transfer Learning
  2025
• Ordered Topological Deep Learning: a Network Modeling Case Study
  2025
• RouteNet: Leveraging Graph Neural Networks for network modeling and optimization in SDN
  2019
• Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case
  2019
• The Graph Neural Networking Challenge: A Worldwide Competition for Education in AI/ML for Networks
  2021
• Unveiling the potential of Graph Neural Networks for robust Intrusion Detection
  2021
• IGNNITION: Bridging the Gap Between Graph Neural Networks and Networking Systems
  2021
• Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities