Alberto Carlo Maria Mancino

Postdoc, Polytechnic Institute of Bari

Joined

June 2022

Names

Alberto Carlo Maria Mancino (Preferred)

Emails

****@poliba.it (Confirmed)

Personal Links

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Career & Education History

Postdoc

Polytechnic Institute of Bari (poliba.it)

2025 – 2026

PhD student

Polytechnic Institute of Bari (poliba.it)

2021 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

On the Impact of Graph Neural Networks in Recommender Systems: A Topological Perspective
Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Alberto Carlo Maria Mancino, Alejandro Bellogín, Tommaso Di Noia
- CoRR 2025
- Readers: Everyone
Balancing Accuracy and Novelty with Sub-Item Popularity
Chiara Mallamaci, Aleksandr Vladimirovich Petrov, Alberto Carlo Maria Mancino, Vito Walter Anelli, Tommaso Di Noia, Craig Macdonald
- CoRR 2025
- Readers: Everyone
Designing secure and knowledge-aware recommender systems leveraging data properties and graph structures
Alberto Carlo Maria Mancino
- undefined 2025
- Readers: Everyone
First International Workshop on Data Quality-Aware Multimodal Recommendation (DaQuaMRec)
Claudio Pomo, Dietmar Jannach, Yubin Kim, Daniele Malitesta, Alberto Carlo Maria Mancino, Julian J. McAuley, Alessandro B. Melchiorre, Shah Nawaz
- RecSys 2025
- Readers: Everyone
DataRec: A Python Library for Standardized and Reproducible Data Management in Recommender Systems
Alberto Carlo Maria Mancino, Salvatore Bufi, Angela Di Fazio, Antonio Ferrara, Daniele Malitesta, Claudio Pomo, Tommaso Di Noia
- SIGIR 2025
- Readers: Everyone
Standard Practices for Data Processing and Multimodal Feature Extraction in Recommendation with DataRec and Ducho (D&D4Rec)
Alberto Carlo Maria Mancino, Matteo Attimonelli, Angela Di Fazio, Daniele Malitesta, Tommaso Di Noia
- RecSys 2025
- Readers: Everyone
Are We Done with MMLU?
Aryo Pradipta Gema, Joshua Ong Jun Leang, Giwon Hong, Alessio Devoto, Alberto Carlo Maria Mancino, Rohit Saxena, Xuanli He, Yu Zhao, Xiaotang Du, Mohammad Reza Ghasemi Madani, Claire Barale, Robert McHardy, Joshua Harris, Jean Kaddour, Emile van Krieken, Pasquale Minervini
- NAACL (Long Papers) 2025
- Readers: Everyone
Enhancing Utility in Differentially Private Recommendation Data Release via Exponential Mechanism
Antonio Ferrara, Angela Di Fazio, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio
- ECIR (3) 2025
- Readers: Everyone
Balancing Accuracy and Novelty with Sub-Item Popularity
Chiara Mallamaci, Aleksandr V. Petrov, Alberto Carlo Maria Mancino, Vito Walter Anelli, Tommaso Di Noia, Craig Macdonald
- RecSys 2025
- Readers: Everyone
DataRec: A Framework for Standardizing Recommendation Data Processing and Analysis
Alberto Carlo Maria Mancino, Salvatore Bufi, Angela Di Fazio, Daniele Malitesta, Claudio Pomo, Antonio Ferrara, Tommaso Di Noia
- CoRR 2024
- Readers: Everyone

View all 27 publications

Co-Authors

View all 36 co-authors