| 2026 | EACL | Multilingual Self-Taught Faithfulness Evaluators. | Carlo Alfano, Aymen Al Marjani, Zeno Jonke, Amin Mantrach, Saab Mansour, Marcello Federico |
| 2025 | EDBT | Diverse Minds, Collective Mission: Surveying the Development of a participative EDI Manifesto. | Matteo Berta, Amin Mantrach, Tania Cerquitelli |
| 2024 | KDD | Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024. | Tania Cerquitelli, Amin Mantrach |
| 2023 | CVPR | Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. | Maria Sofia Bucarelli, Lucas Cassano, Federico Siciliano, Amin Mantrach, Fabrizio Silvestri |
| 2019 | WWW | Enlisting the Public to Build a Healthier Web Information Commons. | Amin Mantrach, Fabrizio Silvestri |
| 2017 | SIGIR | Deep Character-Level Click-Through Rate Prediction for Sponsored Search. | Bora Edizel, Amin Mantrach, Xiao Bai |
| 2016 | CIKM | The Role of Relevance in Sponsored Search. | Luca Maria Aiello, Ioannis Arapakis, Ricardo Baeza-Yates, Xiao Bai, Nicola Barbieri, Amin Mantrach, Fabrizio Silvestri |
| 2016 | KDD | How to Compete Online for News Audience: Modeling Words that Attract Clicks. | Joon Hee Kim, Amin Mantrach, Alejandro Jaimes, Alice Oh |
| 2015 | KDD | Dynamic Matrix Factorization with Priors on Unknown Values. | Robin Devooght, Nicolas Kourtellis, Amin Mantrach |
| 2015 | KDD | Leveraging Social Context for Modeling Topic Evolution. | Janani Kalyanam, Amin Mantrach, Diego Sez-Trumper, Hossein Vahabi, Gert R. G. Lanckriet |
| 2015 | NAACL | HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space. | Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri |
| 2015 | WWW | Evolution of Conversations in the Age of Email Overload. | Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach |
| 2014 | RecSys | Item cold-start recommendations: learning local collective embeddings. | Martin Saveski, Amin Mantrach |
| 2014 | WWW | Random walks based modularity: application to semi-supervised learning. | Robin Devooght, Amin Mantrach, Ilkka Kivimki, Hugues Bersini, Alejandro Jaimes, Marco Saerens |
| 2014 | WWW | A time-based collective factorization for topic discovery and monitoring in news. | Carmen K. Vaca, Amin Mantrach, Alejandro Jaimes, Marco Saerens |
| 2012 | ECIR | A General Framework for People Retrieval in Social Media with Multiple Roles. | Amin Mantrach, Jean-Michel Renders |
| 2012 | ECIR | A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing. | Amin Mantrach, Jean-Michel Renders |
| 2011 | IC3K | People Retrieval Leveraging Textual and Social Data. | Amin Mantrach, Jean-Michel Renders |
| 2008 | KDD | A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances. | Luh Yen, Marco Saerens, Amin Mantrach, Masashi Shimbo |