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Fabrizio Frasca

Learning on LLM Output Signatures for gray-box LLM Behavior Analysis

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Mar 18, 2025
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Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks

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Feb 20, 2025
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Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality

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Jan 06, 2025
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Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNs

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Dec 23, 2024
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Topological Blind Spots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity

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Aug 10, 2024
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A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening

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Jun 13, 2024
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Future Directions in Foundations of Graph Machine Learning

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Feb 03, 2024
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Edge Directionality Improves Learning on Heterophilic Graphs

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May 17, 2023
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Graph Positional Encoding via Random Feature Propagation

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Mar 08, 2023
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Graph Neural Networks for Link Prediction with Subgraph Sketching

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Oct 03, 2022
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