Alberto Carlo Maria Mancino

28 papers A* 2A 6B 1Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — ed.
Proceedings of the DaQuaMRec 2025 Workshop on Data Quality-Aware Multimodal Recommendation co-located with RecSys 2025, Prague, Czech Republic, September 22, 2025.
DaQuaMRec@RecSys
Claudio Pomo, Dietmar Jannach, Yubin Kim, Daniele Malitesta, Alberto Carlo Maria Mancino, Julian J. McAuley, Alessandro B. Melchiorre, Shah Nawaz
2025 — conf
Are We Done with MMLU?
NAACL (Long Papers)
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
2025 A conf
Balancing Accuracy and Novelty with Sub-Item Popularity.
RecSys
Chiara Mallamaci, Aleksandr V. Petrov, Alberto Carlo Maria Mancino, Vito Walter Anelli, Tommaso Di Noia, Craig Macdonald
2025 J jnl
Balancing Accuracy and Novelty with Sub-Item Popularity.
CoRR
Chiara Mallamaci, Aleksandr Vladimirovich Petrov, Alberto Carlo Maria Mancino, Vito Walter Anelli, Tommaso Di Noia, Craig Macdonald
2025 A* conf
DataRec: A Python Library for Standardized and Reproducible Data Management in Recommender Systems.
SIGIR
Alberto Carlo Maria Mancino, Salvatore Bufi, Angela Di Fazio, Antonio Ferrara, Daniele Malitesta, Claudio Pomo, Tommaso Di Noia
2025 — —
Designing secure and knowledge-aware recommender systems leveraging data properties and graph structures.
Alberto Carlo Maria Mancino
2025 — conf
Enhancing Utility in Differentially Private Recommendation Data Release via Exponential Mechanism.
ECIR (3)
Antonio Ferrara, Angela Di Fazio, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio
2025 A conf
First International Workshop on Data Quality-Aware Multimodal Recommendation (DaQuaMRec).
RecSys
Claudio Pomo, Dietmar Jannach, Yubin Kim, Daniele Malitesta, Alberto Carlo Maria Mancino, Julian J. McAuley, Alessandro B. Melchiorre, Shah Nawaz
2025 J jnl
On the Impact of Graph Neural Networks in Recommender Systems: A Topological Perspective.
CoRR
Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Alberto Carlo Maria Mancino, Alejandro Bellogín, Tommaso Di Noia
2025 A conf
Standard Practices for Data Processing and Multimodal Feature Extraction in Recommendation with DataRec and Ducho (D&D4Rec).
RecSys
Alberto Carlo Maria Mancino, Matteo Attimonelli, Angela Di Fazio, Daniele Malitesta, Tommaso Di Noia
2024 A conf
A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph.
RecSys
Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio
2024 J jnl
A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph.
CoRR
Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio
2024 J jnl
Are We Done with MMLU?
CoRR
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
2024 J jnl
DataRec: A Framework for Standardizing Recommendation Data Processing and Analysis.
CoRR
Alberto Carlo Maria Mancino, Salvatore Bufi, Angela Di Fazio, Daniele Malitesta, Claudio Pomo, Antonio Ferrara, Tommaso Di Noia
2024 J jnl
Dot Product is All You Need: Bridging the Gap Between Item Recommendation and Link Prediction.
CoRR
Daniele Malitesta, Alberto Carlo Maria Mancino, Pasquale Minervini, Tommaso Di Noia
2024 — conf
KGUF: Simple Knowledge-Aware Graph-Based Recommender with User-Based Semantic Features Filtering.
IRonGraphs
Salvatore Bufi, Alberto Carlo Maria Mancino, Antonio Ferrara, Daniele Malitesta, Tommaso Di Noia, Eugenio Di Sciascio
2024 J jnl
KGUF: Simple Knowledge-aware Graph-based Recommender with User-based Semantic Features Filtering.
CoRR
Salvatore Bufi, Alberto Carlo Maria Mancino, Antonio Ferrara, Daniele Malitesta, Tommaso Di Noia, Eugenio Di Sciascio
2023 J jnl
A Topology-aware Analysis of Graph Collaborative Filtering.
CoRR
Daniele Malitesta, Claudio Pomo, Vito Walter Anelli, Alberto Carlo Maria Mancino, Eugenio Di Sciascio, Tommaso Di Noia
2023 A* conf
Denoise to Protect: A Method to Robustify Visual Recommenders from Adversaries.
SIGIR
Felice Antonio Merra, Vito Walter Anelli, Tommaso Di Noia, Daniele Malitesta, Alberto Carlo Maria Mancino
2023 J jnl
KGFlex: Efficient Recommendation with Sparse Feature Factorization and Knowledge Graphs.
Trans. Recomm. Syst.
Antonio Ferrara, Vito Walter Anelli, Alberto Carlo Maria Mancino, Tommaso Di Noia, Eugenio Di Sciascio
2023 A conf
KGTORe: Tailored Recommendations through Knowledge-aware GNN Models.
RecSys
Alberto Carlo Maria Mancino, Antonio Ferrara, Salvatore Bufi, Daniele Malitesta, Tommaso Di Noia, Eugenio Di Sciascio
2023 — conf
Knowledge Graph Datasets for Recommendation.
KaRS@RecSys
Vincenzo Paparella, Alberto Carlo Maria Mancino, Antonio Ferrara, Claudio Pomo, Vito Walter Anelli, Tommaso Di Noia
2022 — conf
Addressing Privacy in Recommender Systems with Federated Learning.
IIR
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
2022 — conf
Inferring User Decision-Making Processes in Recommender Systems with Knowledge Graphs.
SEBD
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
2022 B conf
Towards Differentially Private Machine Learning Models and Their Robustness to Adversaries.
ICWE
Alberto Carlo Maria Mancino, Tommaso Di Noia
2021 — conf
Sparse Embeddings for Recommender Systems with Knowledge Graphs.
IIR
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
2021 A conf
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs.
RecSys
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino
2021 J jnl
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs.
CoRR
Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Antonio Ferrara, Alberto Carlo Maria Mancino