Welcome to the homepage of the Northernmost Graph Machine Learning group
We are located at the UiT the Arctic University of Norway and we are affiliated with the IEEE Task Force Learning for Graphs.
Recent News and Events
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Special session on graphs
March 21, 2025
We are organizing the special session “Neural Networks for Graphs and Beyond” at ICANN 2025!
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New preprint
February 25, 2025
The new paper “Relational Conformal Prediction for Correlated Time Series” by Andrea Cini and co-authors is out!
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Paper accepted at ICLR
January 23, 2025
The paper “MaxCutPool: differentiable feature-aware Maxcut for pooling in graph neural networks” by Carlo Abate and Filippo Maria Bianchi has been accepted at ICLR 2025!
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New preprint
January 20, 2025
The paper “BN-Pool: a Bayesian Nonparametric Approach to Graph Pooling” by Daniele Castellana & Filippo Maria Bianchi is out!
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New blog
December 19, 2024
A new blog on Pooling in Graph Neural Networks by Filippo Maria Bianchi is out!
ℹ️ About us
Our research activities focus on Graph Neural Networks and other machine learning methodologies to process and analyze data represented as graphs. We are also interested in graph signal processing, network science, graph theory, graph visualization, and other graph-related themes. We gather regularly to discuss the latest trends in graph machine learning, organize tutorials, workshops, and lectures about our research topics.
- See our Events page for the local events and activities that we organize.
- If you are a student looking for a master project or a summer job, have a look at our student projects page.