--- title: "#graph-neural-networks articles | Hashnode" description: "Explore 6 articles tagged #graph-neural-networks on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/graph-neural-networks" --- Tag # #graph-neural-networks 6 posts · 0 followers [Trunal Patil](https://hashnode.com/@trun) · [Oct 13](https://hashnode.com/posts/mapping-the-unseen-reconstructing-network-topology-from-traffic/6acddd07f9a336802e4cfc08) ### [Mapping the Unseen: Reconstructing Network Topology from Traffic](https://beyondthepackets.hashnode.dev/mapping-the-unseen-reconstructing-network-topology-from-traffic?utm_source=hashnode&utm_medium=feed) Following the clues in network traffic with data science and graph machine learning. 5 min read · [beyondthepackets.hashnode.dev](https://beyondthepackets.hashnode.dev/mapping-the-unseen-reconstructing-network-topology-from-traffic?utm_source=hashnode&utm_medium=feed) [for IT the](https://hashnode.com/@forict99) · [Jun 2](https://hashnode.com/posts/graph-neural-networks-for-final-year-students-5-ieee-papers-you-should-read-2026-2027/6a1f22d4545c8a206ce2000c) ### [Graph Neural Networks for Final Year Students: 5 IEEE Papers You Should Read (2026–2027)](https://ieee-projects.hashnode.dev/graph-neural-networks-for-final-year-students-5-ieee-papers-you-should-read-2026-2027?utm_source=hashnode&utm_medium=feed) A Paper-by-Paper Breakdown of Heterogeneous Graphs, Edge-Aware Learning, Fraud Detection, Brain Networks, and Gene Regulatory Inference — With Project Angles, Glossary, and Implementation Roadmap 39 min read · [ieee-projects.hashnode.dev](https://ieee-projects.hashnode.dev/graph-neural-networks-for-final-year-students-5-ieee-papers-you-should-read-2026-2027?utm_source=hashnode&utm_medium=feed) [Israel Igietsemhe](https://hashnode.com/@israelai) · [Jan 13](https://hashnode.com/posts/solving-traveling-salesman-problem-1/6966031e5963c6b315c0a11c) ### [Solving the Traveling Salesman Problem with Graph Neural Networks: A Complete Python Tutorial](https://israelcodes.hashnode.dev/solving-traveling-salesman-problem-1?utm_source=hashnode&utm_medium=feed) Learn how to apply GNNs to classic optimization problems with PyTorch Geometric 9 min read · [israelcodes.hashnode.dev](https://israelcodes.hashnode.dev/solving-traveling-salesman-problem-1?utm_source=hashnode&utm_medium=feed) [Israel Igietsemhe](https://hashnode.com/@israelai) · [Jan 13](https://hashnode.com/posts/solving-vehicle-routing-problem-with-graph-neural-networks-1/6966031c33fbb855fea4f68c) ### [Solving the Vehicle Routing Problem with Graph Neural Networks: A Complete Guide](https://israelcodes.hashnode.dev/solving-vehicle-routing-problem-with-graph-neural-networks-1?utm_source=hashnode&utm_medium=feed) Build a GNN to optimize delivery routes for multiple vehicles using PyTorch Geometric 12 min read · [israelcodes.hashnode.dev](https://israelcodes.hashnode.dev/solving-vehicle-routing-problem-with-graph-neural-networks-1?utm_source=hashnode&utm_medium=feed) [Gabi Dobocan](https://hashnode.com/@gabidobo) · [Nov 20, 2024](https://hashnode.com/posts/getting-to-know-geco-breaking-down-graph-neural-networks-with-a-new-explainability-tool/673e435c04f4b4f388177214) ### [Getting To Know GECo: Breaking Down Graph Neural Networks with a New Explainability Tool](https://blog.telepat.io/getting-to-know-geco-breaking-down-graph-neural-networks-with-a-new-explainability-tool?utm_source=hashnode&utm_medium=feed) Graph Neural Networks (GNNs) have been making waves in data science, helping us pick apart complex data that’s connected in intricate ways. Think social networks or molecular structures—places where relationships matter as much as the data points the... 5 min read · [blog.telepat.io](https://blog.telepat.io/getting-to-know-geco-breaking-down-graph-neural-networks-with-a-new-explainability-tool?utm_source=hashnode&utm_medium=feed) [Gabi Dobocan](https://hashnode.com/@gabidobo) · [Nov 17, 2024](https://hashnode.com/posts/understanding-scalenet-a-new-frontier-in-graph-neural-networks/673950b9444f81b41f26cfd5) ### [Understanding ScaleNet: A New Frontier in Graph Neural Networks](https://blog.telepat.io/understanding-scalenet-a-new-frontier-in-graph-neural-networks?utm_source=hashnode&utm_medium=feed) Arxiv: https://arxiv.org/abs/2411.08758v1 PDF: https://arxiv.org/pdf/2411.08758v1.pdf Authors: Wei Pang, Michael Lones, Chengjia Wang, Qin Jiang Published: 2024-11-13 Graph Neural Networks (GNNs) are a growing area of interest in machine learning, p... 3 min read · [blog.telepat.io](https://blog.telepat.io/understanding-scalenet-a-new-frontier-in-graph-neural-networks?utm_source=hashnode&utm_medium=feed)