Journals
Personalized and Diverse Task Composition in Crowdsourcing
Maha Alsayasneh, Sihem Amer-Yahia, Eric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama and Jean-Michel Renders
Transactions on Knowledge and Data Engineering (TKDE), January 2018
Deployment strategies for crowdsourcing text creation
Ria Mae Borromeo, Thomas Laurent, Motomichi Toyama, Maha Alsayasneh, Sihem Amer-Yahia and Vincent Leroy
Information Systems (IS), November 2017
Colloquial Region Discovery for Retail Products: Discovery and Application
Shashwat Mishra, Vincent Leroy and Sihem Amer-Yahia
International Journal of Data Science and Analytics (JDSA), August 2017
Efficient and versatile FPGA acceleration of support counting for stream mining of sequences and frequent itemsets
Adrien Prost-Boucle, Frédéric Pétrot, Vincent Leroy and Hande Alemdar
Transactions on Reconfigurable Technology and Systems (TRETS), July 2017
TopPI: An efficient algorithm for item-centric mining
Vincent Leroy, Martin Kirchgessner, Alexandre Termier and Sihem Amer-Yahia
Information Systems (IS), March 2017
Collaborative personalized top-k processing
Xiao Bai, Rachid Guerraoui, Anne-Marie Kermarrec and Vincent Leroy
ACM Transactions on Database Systems (TODS) 36(4), pages 26:1-26:38, 2011
International Conferences
Scalable High-Performance Architecture for Convolutional Ternary Neural Networks on FPGA
Adrien Prost-Boucle, Alban Bourge, Frédéric Pétrot, Hande Alemdar, Nicholas Caldwell and Vincent Leroy
In proceedings of the 27th international conference on field-programmable logic and applications (FPL), 2017
Ternary Neural Networks for Resource-Efficient AI Applications
Hande Alemdar, Vincent Leroy, Adrien Prost-Boucle and Frederic Petrot
In proceedings of the 30th International Joint Conference on Neural Networks (IJCNN), 2017
Crowdsourcing Strategies for Text Creation Tasks (short paper)
Ria Mae Borromeo, Maha Alsayasneh, Sihem Amer-Yahia and Vincent Leroy
In proceedings of the 20th International Conference on Extending Database Technology (EDBT), 2017
Debugging of Concurrent Systems using Counterexample Analysis
Gianluca Barbon, Vincent Leroy and Gwen Salaün
In Proceedings of the 7th IPM International Conference on Fundamentals of Software Engineering (FSEN), 2017
Locality-Aware Routing in Stateful Streaming Applications
Matthieu Caneill, Ahmed El Rheddane, Vincent Leroy and Noel De Palma
In Proceedings of the 16th International Middleware Conference (Middleware), 2016
Testing Interestingness Measures in Practice: A Large-Scale Analysis of Buying Patterns
Martin Kirchgessner, Vincent Leroy, Sihem Amer-Yahia, Shashwat Mishra and Intermarché Alimentaire International Stime
In Proceedings of the International Conference on Data Science and Advanced Analytics (DSAA), 2016
Task Composition in Crowdsourcing
Sihem Amer-Yahia, Ria Borromeo, Eric Gaussier, Vincent Leroy, Julien Pilourdault and Motomichi Toyama
In Proceedings of the International Conference on Data Science and Advanced Analytics (DSAA), 2016
TopPI: An Efficient Algorithm for Item-Centric Mining
Martin Kirchgessner, Vincent Leroy, Alexandre Termier, Sihem Amer-Yahia and Marie-Christine Rousset
In Proceedings of the International Conference on Big Data Analytics and Knowledge Discovery (DaWaK), 2016
Distributed Evaluation of Top-k Temporal Joins
Julien Pilourdault, Vincent Leroy and Sihem Amer-Yahia
In Proceedings of the ACM International Conference on Management of Data (SIGMOD), 2016
Discovering Characterizing Regions For Consumer Products
Shashwat Mishra, Vincent Leroy and Sihem Amer-Yahia
In Proceedings of the International Conference on Data Science and Advanced Analytics (DSAA), 2015
Building Representative Composite Items
Vincent Leroy, Sihem Amer-Yahia, Eric Gaussier and Hamid Mirisaee
In Proceedings of the 24th ACM Conference on Information and Knowledge Management (CIKM), 2015
erratum: m≤1 for maximization and m≥1 for minimization
Data Mining Approach to Temporal Debugging of Embedded Streaming Applications
Oleg Iegorov, Alexandre Termier, Vincent Leroy, Jean-François Mehaut and Miguel Santana
In Proceedings of the International Conference on Embedded Software (EMSOFT), 2015
DynaSoRe: Efficient In-Memory Store for Social Applications
Xiao Bai, Arnaud Jégou, Flavio P. Junqueira and Vincent Leroy
In Proceedings of the 14th International Middleware Conference (Middleware), pages 425-444, 2013
Piggybacking on social networks
Aristides Gionis, Flavio P. Junqueira, Vincent Leroy, Marco Serafini and Ingmar Weber
Proceedings of the 39th International Conference on Very Large Databases (VLDB), pages 409-420, 2013
Reactive index replication for distributed search engines
Flavio P. Junqueira, Vincent Leroy and Matthieu Morel
In Proceedings of the 35th ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pages 831-840, 2012
Assigning documents to master sites in distributed search
Roi Blanco, B. Barla Cambazoglu, Flavio P. Junqueira, Ivan Kelly and Vincent Leroy
In Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM), pages 67-76, 2011
Distributed social graph embedding
Anne-Marie Kermarrec, Vincent Leroy and Gilles Trédan
In Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM), pages 1209-1214, 2011
Converging quickly to independent uniform random topologies
Anne-Marie Kermarrec, Vincent Leroy and Christopher Thraves
In Proceedings of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP), pages 159-166, 2011
The Gossple anonymous social network
Marin Bertier, Davide Frey, Rachid Guerraoui, Anne-Marie Kermarrec and Vincent Leroy
In Proceedings of the 11th International Middleware Conference (Middleware), pages 191-211, 2010
Cold start link prediction
Vincent Leroy, B. Barla Cambazoglu and Francesco Bonchi
In Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pages 393-402, 2010
Gossiping personalized queries
Xiao Bai, Marin Bertier, Rachid Guerraoui, Anne-Marie Kermarrec and Vincent Leroy
In proceedings of the 13th International Conference on Extending Database Technology (EDBT), pages 87-98, 2010
Application of random walks to decentralized recommender systems
Anne-Marie Kermarrec, Vincent Leroy, Afshin Moin and Christopher Thraves
In Proceedings of the 14th International Conference On Principles Of Distributed Systems (OPODIS), pages 48-63, 2010
D2HT: the best of both worlds, integrating RPS and DHT
Marin Bertier, François Bonnet, Anne-Marie Kermarrec, Vincent Leroy, Sathya Peri and Michel Raynal
In Proceedings of the European Dependable Computing Conference (EDCC), pages 135-144, 2010
National Conferences
Vers un desktop-grid pair-à-pair
Marin Bertier, Anne-Marie Kermarrec and Vincent Leroy
In Proceedings of Conférence Française en Systèmes d’Exploitation (CFSE), 2008
International Workshops
Shepherding Social Feed Generation with Sheep
Flavio P. Junqueira, Vincent Leroy, Marco Serafini and Adam Silberstein
In Proceedings of Social Network Systems (SNS), 2012
Social Piggybacking: Leveraging Common Friends to Generate Event-Streams
Aristides Gionis, Flavio Junqueira, Vincent Leroy, Marco Serafini and Ingmar Weber
In Proceedings of Social Network Systems (SNS), 2012
Toward personalized query expansion
Marin Bertier, Rachid Guerraoui, Anne-Marie Kermarrec and Vincent Leroy
In Proceedings of Social Network Systems (SNS), 2009
Habilitation Thesis
Data Analysis at Scale: Systems, Algorithms and Information
Vincent Leroy, 2017
Ph.D. Thesis
Distributing social applications
Vincent Leroy, 2010
