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Dobrik Georgiev
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Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis


Aug 22, 2022
Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Lió

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* 9 pages, 5 figures 
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HEAT: Hyperedge Attention Networks


Jan 28, 2022
Dobrik Georgiev, Marc Brockschmidt, Miltiadis Allamanis

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Algorithmic Concept-based Explainable Reasoning


Jul 15, 2021
Dobrik Georgiev, Pietro Barbiero, Dmitry Kazhdan, Petar Veličković, Pietro Liò

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* preprint 
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LENs: a Python library for Logic Explained Networks


May 25, 2021
Pietro Barbiero, Gabriele Ciravegna, Dobrik Georgiev, Franscesco Giannini

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Neural Bipartite Matching


Jun 02, 2020
Dobrik Georgiev, Pietro Liò

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