Marco Valentini

According to our database, Marco Valentini authored at least 6 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

WarpRec: Unifying Academic Rigor and Industrial Scale for Responsible, Reproducible, and Efficient Recommendation.

Marco Avolio, Potito Aghilar, Sabino Roccotelli, Vito Walter Anelli, Chiara Mallamaci, Vincenzo Paparella, Marco Valentini, Alejandro Bellogín, Michelantonio Trizio, Joseph Trotta, Antonio Ferrara, Tommaso Di Noia

CoRR, February, 2026

2025

Leveraging LLM-Powered Multi-Agent Systems to Enhance Customer Experience in Complex Product Domains.

Marco Valentini, Antonio Ferrara, Tommaso Di Noia, Giuseppe Illuzzi, Pierangelo Colacicco

Proceedings of the 15th Italian Information Retrieval Workshop (IIR 2025), 2025

Cooperative and Competitive LLM-Based Multi-Agent Systems for Recommendation.

Marco Valentini

Proceedings of the Advances in Information Retrieval, 2025

Exploring the Impact of Data Quality on Agentic Recommender Systems.

Marco Valentini, Antonio Ferrara, Tommaso Di Noia

Proceedings of the DaQuaMRec 2025 Workshop on Data Quality-Aware Multimodal Recommendation co-located with RecSys 2025, 2025

2024

DIVAN: Deep-Interest Virality-Aware Network to Exploit Temporal Dynamics in News Recommendation.

Antonio Ferrara, Marco Valentini, Paolo Masciullo, Antonio De Candia, Davide Abbattista, Riccardo Fusco, Claudio Pomo, Vito Walter Anelli, Giovanni Maria Biancofiore, Ludovico Boratto, Fedelucio Narducci

Proceedings of the Recommender Systems Challenge 2024, 2024

2015

Analysis of threshold models for collective actions in social networks.

Andrea Garulli, Antonio Giannitrapani, Marco Valentini

Proceedings of the 14th European Control Conference, 2015