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Giovanni Trappolini
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Publications

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Tolomei, G., Campagnano, C., Silvestri, F., & Trappolini, G. (2023). Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models. arXiv preprint arXiv:2310.04875.
Trappolini, G., Maiorca, V., Severino, S., Rodola, E., Silvestri, F., & Tolomei, G. (2023). Sparse Vicious Attacks on Graph Neural Networks. IEEE Transactions on Artificial Intelligence.
Bacciu, A., Cuconasu, F., Siciliano, F., Silvestri, F., Tonellotto, N., & Trappolini, G. (2023). RRAML: Reinforced Retrieval Augmented Machine Learning.
Pinelli, F., Tolomei, G., & Trappolini, G. (2023, July). FLIRT: Federated Learning for Information Retrieval. In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 3472-3475).
Bacciu, A., Trappolini, G., Santilli, A., Rodolà, E., & Silvestri, F. (2023). Fauno: The Italian Large Language Model that will leave you senza parole! In F. M. Nardini, N. Tonellotto, G. Faggioli, & A. Ferrara (Eds.), Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), Pisa, Italy, June 8-9, 2023 (pp. 9–17). Retrieved from
Caso, F., Trappolini, G., Bacciu, A., Liò, P., & Silvestri, F. (2023). Renormalized Graph Neural Networks. arXiv preprint arXiv:2306.00707.
Trappolini, G., Santilli, A., Rodolà, E., Halevy, A., & Silvestri, F. (2023). Multimodal Neural Databases. Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2619–2628. Presented at the Taipei, Taiwan. doi:10.1145/3539618.3591930
Barnabò, G., Trappolini, G., Lastilla, L., Campagnano, C., Fan, A., Petroni, F., & Silvestri, F. (2023). CycleDRUMS: automatic drum arrangement for bass lines using CycleGAN. Discover Artificial Intelligence, 3(1), 4.
Trappolini, G., Cosmo, L., Moschella, L., Marin, R., Melzi, S., & Rodolà, E. (2021). Shape registration in the time of transformers. Advances in Neural Information Processing Systems, 34, 5731-5744.
Halimi, O., Imanuel, I., Litany, O., Trappolini, G., Rodolà, E., Guibas, L., & Kimmel, R. (2020). Towards precise completion of deformable shapes. In Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIV 16 (pp. 359-377). Springer International Publishing.
Trappolini, G., Padellini, T., & Brutti, P. (2019). Multiresolution topological data analysis for robust activity tracking. In Smart Statistics for Smart Applications. Book of Short Papers SIS2019 (pp. 1119-1124). Pearson.
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