Publications

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* denotes equal contribution.

2025

  1. TMLR
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    Node-Level Data Valuation on Graphs
    Simone Antonelli and Aleksandar Bojchevski
    Transactions on Machine Learning Research, 2025

2023

  1. ICML
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    Conformal Prediction Sets for Graph Neural Networks
    Soroush H. Zargarbashi, Simone Antonelli, and Aleksandar Bojchevski
    In Proceedings of the 40th International Conference on Machine Learning, 23–29 jul 2023

2022

  1. LOG
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    Metric Based Few-Shot Graph Classification
    Donato Crisostomi, Simone Antonelli, Valentino Maiorca, Luca Moschella, and 2 more authors
    In Proceedings of the First Learning on Graphs Conference, 09–12 dec 2022
  2. ACM
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    Few-Shot Object Detection: A Survey
    Simone Antonelli*, Danilo Avola, Luigi Cinque, Donato Crisostomi*, and 5 more authors
    ACM Comput. Surv., Sep 2022