Lucie Charlotte Magister |https://pc.inf.usi.ch/people/lucie-charlotte-magister/Lucie Charlotte MagisterHugoBlox Kit (https://hugoblox.com)en-usSun, 01 Jan 2023 00:00:00 +0000Bridging Equational Properties and Patterns on Graphs: an AI-Based Approachhttps://pc.inf.usi.ch/publications/dblp-conftagml-keskin-lfmblg-23/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-conftagml-keskin-lfmblg-23/Concept Distillation in Graph Neural Networkshttps://pc.inf.usi.ch/publications/dblp-confxai-magister-bkscsjl-23/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-confxai-magister-bkscsjl-23/Digital Histopathology with Graph Neural Networks: Concepts and Explanations for Clinicianshttps://pc.inf.usi.ch/publications/dblp-journalscorrabs-2312-02225/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2312-02225/Everybody Needs a Little HELP: Explaining Graphs via Hierarchical Conceptshttps://pc.inf.usi.ch/publications/dblp-journalscorrabs-2311-15112/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2311-15112/GCI: A (G)raph (C)oncept (I)nterpretation Frameworkhttps://pc.inf.usi.ch/publications/dblp-journalscorrabs-2302-04899/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2302-04899/Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysishttps://pc.inf.usi.ch/publications/dblp-confaaai-xuanyuan-bgml-23/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-confaaai-xuanyuan-bgml-23/Interpretable Graph Networks Formulate Universal Algebra Conjectureshttps://pc.inf.usi.ch/publications/dblp-confnips-giannini-fklmlb-23/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-confnips-giannini-fklmlb-23/Interpretable Graph Networks Formulate Universal Algebra Conjectureshttps://pc.inf.usi.ch/publications/dblp-journalscorrabs-2307-11688/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2307-11688/Interpretable Neural-Symbolic Concept Reasoninghttps://pc.inf.usi.ch/publications/dblp-conficml-barbiero-cgzmtlp-23/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-conficml-barbiero-cgzmtlp-23/Interpretable Neural-Symbolic Concept Reasoninghttps://pc.inf.usi.ch/publications/dblp-confnesy-barbiero-cgzmtlp-23/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-confnesy-barbiero-cgzmtlp-23/Interpretable Neural-Symbolic Concept Reasoninghttps://pc.inf.usi.ch/publications/dblp-journalscorrabs-2304-14068/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2304-14068/SHARCS: Shared Concept Space for Explainable Multimodal Learninghttps://pc.inf.usi.ch/publications/dblp-journalscorrabs-2307-00316/Sun, 01 Jan 2023 00:00:00 +0000https://pc.inf.usi.ch/publications/dblp-journalscorrabs-2307-00316/