Alberto Carlo Maria Mancino
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I am Alberto Carlo Maria Mancino, a post-doctoral researcher in Artificial Intelligence.
📍 You can find me at the Politecnico di Bari, Italy.
My research 📖 focuses on Recommender Systems, particularly in studying knowledge-aware recommenders, graph-based recommenders, and the impact of data characteristics on recommenders' privacy and robustness.
If you want to get in touch with me, please check my email contacts and my personal pages below! 👇
Latest news:
[02 Apr 2026] 👥 Organiser of DaQuaMRec, the second international workshop on data quality-aware multimodal recommendation, that will be held in conjunction with RecSys 2026 (webpage) (post)
[26 Feb 2026] 📣 Our "Special Issue on Challenges in Modern Multimodal Recommender Systems" is now open in
ACM TORS! (Call for Papers)(post)
[09 Jan 2026] 🧩 DataRec, the Python library for standardized data management in recommender systems, is available on pip! (PyPi)(tweet)
[09 Dec 2025] 📜 "On the Impact of Graph Neural Networks in Recommender Systems: A Topological Perspective" preprint is now online! Check it on ArXiv (ArXiv)(LinkedIn)
[14 Nov 2025] 🎙️ My guest interview on DataRec, hosted by Kyle Polich, is now online! (Spotify)(Apple podcasts)(YouTube)
[7 Aug 2025] "Balancing Accuracy and Novelty with Sub-Item Popularity" has been accepted for publication at ACM RecSys 2025 (post)(preprint)
[19 Jul 2025] 🇮🇹🛬 Back from ACM SIGIR 2025: happy to see so much interest around DataRec (tweet)(paper)
[19 Jun 2025] 🇺🇸🛬 Back from ACM UMAP 2025: a wonderful experience as Student Volunteer Chair (tweet)
[01 May 2025] 🧑🏫 Our tutorial proposal "Standard Practices for Data Processing and Multimodal Feature Extraction in Recommendation with DataRec and Ducho (D&D4Rec)" has been accepted at RecSys 2025 (webpage)(tweet)
[05 Apr 2025] 📜 "DataRec: A Python Library for Standardized and Reproducible Data Management in Recommender Systems” has been accepted for publication at SIGIR 2025 (tweet)
[04 Apr 2025] 👥 Organiser of DaQuaMRec, the first international workshop on data quality-aware multimodal recommendation, that will be held in conjunction with RecSys 2025 (webpage) (tweet)
[23 Jan 2025] 🎓 Ph.D. thesis named "Designing Secure and Knowledge-Aware Recommender Systems Leveraging Data Properties and Graph Structures" defended with success at Università La Sapienza di Roma (tweet)(thesis)
[23 Jan 2025] 📜 "Are We Done with MMLU?" accepted for publication at NAACL 2025 (tweet)(paper)
[16 Dec 2024] 📜 "Enhancing Utility in Differentially Private Recommendation Data Release via Exponential Mechanism" accepted for publication at ECIR 2025 (tweet)(paper)