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 (KDD, 2008)

The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph. - Amin Mantrach; Luh Yen; Jérôme Callut; Kevin Françoisse; Masashi Shimbo; Marco Saerens (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

People Retrieval Leveraging Textual and Social Data. - Amin Mantrach; Jean-Michel Renders (KDIR, 2011)

Semi-supervised classification and betweenness computation on large, sparse, directed graphs. - Amin Mantrach; Nicolas van Zeebroeck; Pascal Francq; Masashi Shimbo; Hugues Bersini; Marco Saerens (Pattern Recognit., 2011)

A General Framework for People Retrieval in Social Media with Multiple Roles. - Amin Mantrach; Jean-Michel Renders (ECIR, 2012)

A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing. - Amin Mantrach; Jean-Michel Renders (ECIR, 2012)

Extension of the Rocchio Classification Method to Multi-modal Categorization of Documents in Social Media. - Amin Mantrach; Jean-Michel Renders (ECML/PKDD (1), 2012)

Item cold-start recommendations: learning local collective embeddings. - Martin Saveski; Amin Mantrach (RecSys, 2014)

The Geography of Online News Engagement. - Martin Saveski; Daniele Quercia; Amin Mantrach (SocInfo, 2014)

Random walks based modularity: application to semi-supervised learning. - Robin Devooght; Amin Mantrach; Ilkka Kivimäki; Hugues Bersini; Alejandro Jaimes; Marco Saerens (WWW, 2014)

A time-based collective factorization for topic discovery and monitoring in news. - Carmen K. Vaca; Amin Mantrach; Alejandro Jaimes; Marco Saerens (WWW, 2014)

The ARCOMEM Architecture for Social- and Semantic-Driven Web Archiving. - Thomas Risse 001; Elena Demidova; Stefan Dietze; Wim Peters; Nikolaos Papailiou; Katerina Doka; Yannis Stavrakas; Vassilis Plachouras; Pierre Senellart; Florent Carpentier; Amin Mantrach; Bogdan Cautis; et al. (Future Internet, 2014)

The Sum-over-Forests Density Index: Identifying Dense Regions in a Graph. - Mathieu Senelle; Silvia García-Díez; Amin Mantrach; Masashi Shimbo; Marco Saerens; François Fouss (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Dynamic Matrix Factorization with Priors on Unknown Values. - Robin Devooght; Nicolas Kourtellis; Amin Mantrach (KDD, 2015)

Leveraging Social Context for Modeling Topic Evolution. - Janani Kalyanam; Amin Mantrach; Diego Sáez-Trumper; Hossein Vahabi; Gert R. G. Lanckriet (KDD, 2015)

HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space. - Carlos A. Colmenares; Marina Litvak; Amin Mantrach; Fabrizio Silvestri (HLT-NAACL, 2015)

Evolution of Conversations in the Age of Email Overload. - Farshad Kooti; Luca Maria Aiello; Mihajlo Grbovic; Kristina Lerman; Amin Mantrach (WWW, 2015)

The Role of Relevance in Sponsored Search. - Luca Maria Aiello; Ioannis Arapakis; Ricardo Baeza-Yates; Xiao Bai 002; Nicola Barbieri; Amin Mantrach; Fabrizio Silvestri (CIKM, 2016)

Improving Profiles of Weakly-Engaged Users - With Applications to Recommender Systems. - Gaurav Singh 001; Amin Mantrach; Fabrizio Silvestri (CLEF, 2016)

How to Compete Online for News Audience: Modeling Words that Attract Clicks. - Joon Hee Kim; Amin Mantrach; Alejandro Jaimes; Alice Oh (KDD, 2016)

Deep Character-Level Click-Through Rate Prediction for Sponsored Search. - Bora Edizel; Amin Mantrach; Xiao Bai 002 (SIGIR, 2017)

Exploiting search history of users for news personalization. - Xiao Bai 002; Berkant Barla Cambazoglu; Francesco Gullo; Amin Mantrach; Fabrizio Silvestri (Inf. Sci., 2017)

A bag-of-paths framework for network data analysis. - Kevin Françoisse; Ilkka Kivimäki; Amin Mantrach; Fabrice Rossi; Marco Saerens (Neural Networks, 2017)

Enlisting the Public to Build a Healthier Web Information Commons. - Amin Mantrach; Fabrizio Silvestri (WWW, 2019)

Improving News Personalization Through Search Logs. - Xiao Bai 002; Berkant Barla Cambazoglu; Francesco Gullo; Amin Mantrach; Fabrizio Silvestri (BIAS, 2020)

Unsupervised domain adaptation with non-stochastic missing data. - Matthieu Kirchmeyer; Patrick Gallinari; Alain Rakotomamonjy; Amin Mantrach (Data Min. Knowl. Discov., 2021)

Position-Aware Deep Character-Level CTR Prediction for Sponsored Search. - Xiao Bai 002; Reza Abasi; Bora Edizel; Amin Mantrach (IEEE Trans. Knowl. Data Eng., 2021)

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. - Maria Sofia Bucarelli; Lucas Cassano; Federico Siciliano; Amin Mantrach; Fabrizio Silvestri (CVPR, 2023)

Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024. - Tania Cerquitelli; Amin Mantrach (KDD, 2024)

Diverse Minds, Collective Mission: Surveying the Development of a participative EDI Manifesto. - Matteo Berta; Amin Mantrach; Tania Cerquitelli (EDBT/ICDT Workshops, 2025)

The Majority Vote Paradigm Shift: When Popular Meets Optimal. - Antonio Purificato; Maria Sofia Bucarelli; Anil Kumar Nelakanti; Andrea Bacciu; Fabrizio Silvestri; Amin Mantrach (CoRR, 2025)

Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods. - Nicola Cecere; Andrea Bacciu; Ignacio Fernández-Tobías; Amin Mantrach (CoRR, 2025)

Multilingual Self-Taught Faithfulness Evaluators. - Carlo Alfano; Aymen Al Marjani; Zeno Jonke; Amin Mantrach; Saab Mansour; Marcello Federico (CoRR, 2025)