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Lucie Charlotte Magister
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Teaching small language models to reason
LC Magister, J Mallinson, J Adamek, E Malmi, A Severyn
arXiv preprint arXiv:2212.08410, 2022
1172022
Gcexplainer: Human-in-the-loop concept-based explanations for graph neural networks
LC Magister, D Kazhdan, V Singh, P Liò
arXiv preprint arXiv:2107.11889, 2021
332021
Encoding concepts in graph neural networks
LC Magister, P Barbiero, D Kazhdan, F Siciliano, G Ciravegna, F Silvestri, ...
arXiv preprint arXiv:2207.13586, 2022
152022
Global concept-based interpretability for graph neural networks via neuron analysis
H Xuanyuan, P Barbiero, D Georgiev, LC Magister, P Liò
Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10675 …, 2023
92023
Interpretable neural-symbolic concept reasoning
P Barbiero, G Ciravegna, F Giannini, ME Zarlenga, LC Magister, A Tonda, ...
International Conference on Machine Learning, 1801-1825, 2023
62023
Generative image inpainting for retinal images using generative adversarial networks
LC Magister, O Arandjeloviæ
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
52021
Concept distillation in graph neural networks
LC Magister, P Barbiero, D Kazhdan, F Siciliano, G Ciravegna, F Silvestri, ...
World Conference on Explainable Artificial Intelligence, 233-255, 2023
32023
Gci: A (g) raph (c) oncept (i) nterpretation framework
D Kazhdan, B Dimanov, LC Magister, P Barbiero, M Jamnik, P Lio
arXiv preprint arXiv:2302.04899, 2023
32023
Sharcs: Shared concept space for explainable multimodal learning
G Dominici, P Barbiero, LC Magister, P Liò, N Simidjievski
arXiv preprint arXiv:2307.00316, 2023
12023
Deep Multiple Instance Learning with Distance-Aware Self-Attention
G Wölflein, LC Magister, P Liò, DJ Harrison, O Arandjeloviæ
arXiv preprint arXiv:2305.10552, 2023
12023
Interpretable Graph Networks Formulate Universal Algebra Conjectures
F Giannini, S Fioravanti, O Keskin, A Lupidi, LC Magister, P Lió, ...
Advances in Neural Information Processing Systems 36, 2024
2024
Digital Histopathology with Graph Neural Networks: Concepts and Explanations for Clinicians
AF di Villaforesta, LC Magister, P Barbiero, P Liò
arXiv preprint arXiv:2312.02225, 2023
2023
Everybody Needs a Little HELP: Explaining Graphs via Hierarchical Concepts
J Jürß, LC Magister, P Barbiero, P Liò, N Simidjievski
arXiv preprint arXiv:2311.15112, 2023
2023
Bridging Equational Properties and Patterns on Graphs: an AI-Based Approach
O Keskin, AM Lupidi, S Fioravanti, LC Magister, P Barbiero, P Lio, ...
Topological, Algebraic and Geometric Learning Workshops 2023, 156-168, 2023
2023
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