Lucie Charlotte Magister

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 19

Top Topics

Symbolic Reasoning

Image Inpainting

Top Venues

Publications

Dmitry Kazhdan, Botty Dimanov, Lucie Charlotte Magister, Pietro Barbiero, Mateja Jamnik, Pietro Liò
GCI: A (G)raph (C)oncept (I)nterpretation Framework. CoRR (2023)
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio', Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
Interpretable Neural-Symbolic Concept Reasoning. CoRR (2023)
Francesco Giannini, Stefano Fioravanti, Oguzhan Keskin, Alisia Maria Lupidi, Lucie Charlotte Magister, Pietro Lió, Pietro Barbiero
Interpretable Graph Networks Formulate Universal Algebra Conjectures. NeurIPS (2023)
Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Mateja Jamnik, Pietro Liò
Concept Distillation in Graph Neural Networks. xAI (3) (2023)
Francesco Giannini, Stefano Fioravanti, Oguzhan Keskin, Alisia Maria Lupidi, Lucie Charlotte Magister, Pietro Lio, Pietro Barbiero
Interpretable Graph Networks Formulate Universal Algebra Conjectures. CoRR (2023)
Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Liò
Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis. AAAI (2023)
Oguzhan Keskin, Alisia Maria Lupidi, Stefano Fioravanti, Lucie Charlotte Magister, Pietro Barbiero, Pietro Lio, Francesco Giannini
Bridging Equational Properties and Patterns on Graphs: an AI-Based Approach. TAG-ML (2023)
Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adámek, Eric Malmi, Aliaksei Severyn
Teaching Small Language Models to Reason. ACL (2) (2023)
Gabriele Dominici, Pietro Barbiero, Lucie Charlotte Magister, Pietro Liò, Nikola Simidjievski
SHARCS: Shared Concept Space for Explainable Multimodal Learning. CoRR (2023)
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
Interpretable Neural-Symbolic Concept Reasoning. ICML (2023)
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Liò, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
Interpretable Neural-Symbolic Concept Reasoning. NeSy (2023)
Georg Wölflein, Lucie Charlotte Magister, Pietro Liò, David J. Harrison, Ognjen Arandjelovic
Deep Multiple Instance Learning with Distance-Aware Self-Attention. CoRR (2023)
Alessandro Farace di Villaforesta, Lucie Charlotte Magister, Pietro Barbiero, Pietro Liò
Digital Histopathology with Graph Neural Networks: Concepts and Explanations for Clinicians. CoRR (2023)
Jonas Jürß, Lucie Charlotte Magister, Pietro Barbiero, Pietro Liò, Nikola Simidjievski
Everybody Needs a Little HELP: Explaining Graphs via Hierarchical Concepts. CoRR (2023)
Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adámek, Eric Malmi, Aliaksei Severyn
Teaching Small Language Models to Reason. CoRR (2022)
Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Lió
Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis. CoRR (2022)
Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Pietro Liò, Mateja Jamnik
Encoding Concepts in Graph Neural Networks. CoRR (2022)
Lucie Charlotte Magister, Dmitry Kazhdan, Vikash Singh, Pietro Liò
GCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks. CoRR (2021)
Lucie Charlotte Magister, Ognjen Arandjelovic
Generative Image Inpainting for Retinal Images using Generative Adversarial Networks. EMBC (2021)