publications

2026

1. TMLR

   SokoBench: Evaluating Long-Horizon Planning and Reasoning in Large Language Models

   Sebastiano Monti, Carlo Nicolini, Giovanni Pellegrini, and 2 more authors

   Transactions on Machine Learning Research, 2026

   Bib

   @article{monti2026sokobench,
     title = {SokoBench: Evaluating Long-Horizon Planning and Reasoning in Large Language Models},
     author = {Monti, Sebastiano and Nicolini, Carlo and Pellegrini, Giovanni and Staiano, Jacopo and Lepri, Bruno},
     journal = {Transactions on Machine Learning Research},
     issn = {2835-8856},
     year = {2026},
     url = {https://openreview.net/forum?id=pLosAkOoGU},
     note = {},
   }

2021

1. IJCAI

   Learning Aggregation Functions

   Giovanni Pellegrini, Alessandro Tibo, Paolo Frasconi, and 2 more authors

   In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21, 2021

   Bib

   @inproceedings{pellegrini2021learning,
     title = {Learning Aggregation Functions},
     author = {Pellegrini, Giovanni and Tibo, Alessandro and Frasconi, Paolo and Passerini, Andrea and Jaeger, Manfred},
     booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI-21}},
     year = {2021},
     url = {https://www.ijcai.org/proceedings/2021/0356},
   }

2019

1. DMKD

   Counts-of-counts similarity for prediction and search in relational data

   Manfred Jaeger, Marco Lippi, Giovanni Pellegrini, and 1 more author

   Data Mining and Knowledge Discovery, 2019

   Bib

   @article{jaeger2019counts,
     title = {Counts-of-counts similarity for prediction and search in relational data},
     author = {Jaeger, Manfred and Lippi, Marco and Pellegrini, Giovanni and Passerini, Andrea},
     journal = {Data Mining and Knowledge Discovery},
     year = {2019},
     publisher = {Springer},
   }

2018

1. RecSys

   No more ready-made deals: constructive recommendation for telco service bundling

   Paolo Dragone, Giovanni Pellegrini, Michele Vescovi, and 2 more authors

   In Proceedings of the 12th ACM Conference on Recommender Systems, 2018

   Bib

   @inproceedings{dragone2018no,
     title = {No more ready-made deals: constructive recommendation for telco service bundling},
     author = {Dragone, Paolo and Pellegrini, Giovanni and Vescovi, Michele and Tentori, Katya and Passerini, Andrea},
     booktitle = {Proceedings of the 12th ACM Conference on Recommender Systems},
     pages = {163--171},
     year = {2018},
     publisher = {ACM},
   }

2017

1. ICDMW

   Tweeloc: A system for geolocalizing tweets at fine-grain

   Pavlos Paraskevopoulos, Giovanni Pellegrini, and Themis Palpanas

   In 2017 IEEE International Conference on Data Mining Workshops (ICDMW), 2017

   Bib

   @inproceedings{paraskevopoulos2017tweeloc,
     title = {Tweeloc: A system for geolocalizing tweets at fine-grain},
     author = {Paraskevopoulos, Pavlos and Pellegrini, Giovanni and Palpanas, Themis},
     booktitle = {2017 IEEE International Conference on Data Mining Workshops (ICDMW)},
     pages = {1178--1183},
     year = {2017},
     organization = {IEEE}
   }

2016

1. ECML-PKDD

   When a Tweet Finds its Place: Fine-Grained Tweet Geolocalisation.

   Pavlos Paraskevopoulos, Giovanni Pellegrini, and Themis Palpanas

   In SoGood@ ECML-PKDD, 2016

   Bib

   @inproceedings{paraskevopoulos2016tweet,
     title = {When a Tweet Finds its Place: Fine-Grained Tweet Geolocalisation.},
     author = {Paraskevopoulos, Pavlos and Pellegrini, Giovanni and Palpanas, Themis},
     booktitle = {SoGood@ ECML-PKDD},
     year = {2016}
   }