Giovanni Trappolini

According to our database, Giovanni Trappolini authored at least 18 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Sparse Vicious Attacks on Graph Neural Networks.

Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei

IEEE Trans. Artif. Intell., May, 2024

A Reproducible Analysis of Sequential Recommender Systems.

Filippo Betello, Antonio Purificato, Federico Siciliano, Giovanni Trappolini, Andrea Bacciu, Nicola Tonellotto, Fabrizio Silvestri

CoRR, 2024

A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems.

Florin Cuconasu, Giovanni Trappolini, Nicola Tonellotto, Fabrizio Silvestri

CoRR, 2024

IR-RAG @ SIGIR24: Information Retrieval's Role in RAG Systems.

Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

The Power of Noise: Redefining Retrieval for RAG Systems.

Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Rethinking Relevance: How Noise and Distractors Impact Retrieval-Augmented Generation.

Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, Simone Filice, Cesare Campagnano, Yoelle Maarek, Nicola Tonellotto, Fabrizio Silvestri

Proceedings of the 14th Italian Information Retrieval Workshop, 2024

TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model.

Wiktor Mucha, Florin Cuconasu, Naome A. Etori, Valia Kalokyri, Giovanni Trappolini

Proceedings of the Computers Helping People with Special Needs, 2024

DanteLLM: Let's Push Italian LLM Research Forward!

Andrea Bacciu, Cesare Campagnano, Giovanni Trappolini, Fabrizio Silvestri

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

CycleDRUMS: automatic drum arrangement for bass lines using CycleGAN.

Giorgio Barnabò, Giovanni Trappolini, Lorenzo Lastilla, Cesare Campagnano, Angela Fan, Fabio Petroni, Fabrizio Silvestri

Discov. Artif. Intell., 2023

Renormalized Graph Neural Networks.

Francesco Caso, Giovanni Trappolini, Andrea Bacciu, Pietro Liò, Fabrizio Silvestri

CoRR, 2023

Multimodal Neural Databases.

Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Alon Y. Halevy, Fabrizio Silvestri

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

FLIRT: Federated Learning for Information Retrieval.

Fabio Pinelli, Gabriele Tolomei, Giovanni Trappolini

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Fauno: The Italian Large Language Model that will leave you senza parole!

Andrea Bacciu, Giovanni Trappolini, Andrea Santilli, Emanuele Rodolà, Fabrizio Silvestri

Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models.

Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini

Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023

RRAML: Reinforced Retrieval Augmented Machine Learning.

Andrea Bacciu, Florin Cuconasu, Federico Siciliano, Fabrizio Silvestri, Nicola Tonellotto, Giovanni Trappolini

Proceedings of the Discussion Papers, 2023

2021

Shape Registration in the Time of Transformers.

Giovanni Trappolini, Luca Cosmo, Luca Moschella, Riccardo Marin, Simone Melzi, Emanuele Rodolà

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

The Whole Is Greater Than the Sum of Its Nonrigid Parts.

Oshri Halimi, Ido Imanuel, Or Litany, Giovanni Trappolini, Emanuele Rodolà, Leonidas J. Guibas, Ron Kimmel

CoRR, 2020

Towards Precise Completion of Deformable Shapes.

Oshri Halimi, Ido Imanuel, Or Litany, Giovanni Trappolini, Emanuele Rodolà, Leonidas J. Guibas, Ron Kimmel

Proceedings of the Computer Vision - ECCV 2020, 2020