{"id":18,"date":"2014-02-21T15:09:11","date_gmt":"2014-02-21T14:09:11","guid":{"rendered":"http:\/\/lig-membres.imag.fr\/leroyv\/?page_id=18"},"modified":"2025-03-14T11:55:15","modified_gmt":"2025-03-14T10:55:15","slug":"publications","status":"publish","type":"page","link":"https:\/\/lig-membres.imag.fr\/leroyv\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"

Journals<\/span>
\nPersonalized and Diverse Task Composition in Crowdsourcing<\/a>
\nMaha Alsayasneh, Sihem Amer-Yahia, Eric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama and Jean-Michel Renders<\/em>
\nTransactions on Knowledge and Data Engineering (TKDE), January 2018<\/p>\n

Deployment strategies for crowdsourcing text creation<\/a>
\nRia Mae Borromeo, Thomas Laurent, Motomichi Toyama, Maha Alsayasneh, Sihem Amer-Yahia and Vincent Leroy<\/em>
\nInformation Systems (IS), November 2017<\/p>\n

Colloquial Region Discovery for Retail Products: Discovery and Application<\/a>
\nShashwat Mishra, Vincent Leroy and Sihem Amer-Yahia<\/em>
\nInternational Journal of Data Science and Analytics (JDSA), August 2017<\/p>\n

Efficient and versatile FPGA acceleration of support counting for stream mining of sequences and frequent itemsets<\/a>
\nAdrien Prost-Boucle, Fre\u0301de\u0301ric Pe\u0301trot, Vincent Leroy and Hande Alemdar<\/em>
\nTransactions on Reconfigurable Technology and Systems (TRETS), July 2017<\/p>\n

TopPI: An efficient algorithm for item-centric mining<\/a>
\nVincent Leroy, Martin Kirchgessner, Alexandre Termier and Sihem Amer-Yahia<\/em>
\nInformation Systems (IS), March 2017<\/p>\n

Collaborative personalized top-k processing<\/a>
\nXiao Bai, Rachid Guerraoui, Anne-Marie Kermarrec and Vincent Leroy<\/em>
\nACM Transactions on Database Systems (TODS)\u00a036(4), pages 26:1-26:38,\u00a02011<\/p>\n

 <\/p>\n

International Conferences<\/span><\/p>\n

Scalable High-Performance Architecture for Convolutional Ternary Neural Networks on FPGA<\/a>
\nAdrien Prost-Boucle, Alban Bourge, Fr\u00e9d\u00e9ric P\u00e9trot, Hande Alemdar, Nicholas Caldwell and Vincent Leroy <\/em>
\nIn proceedings of the 27th international conference on field-programmable logic and applications (FPL),\u00a02017<\/p>\n

Ternary Neural Networks for Resource-Efficient AI Applications<\/a>
\nHande Alemdar, Vincent Leroy, Adrien Prost-Boucle and Frederic Petrot<\/em>
\nIn proceedings of the 30th International Joint Conference on Neural Networks (IJCNN),\u00a02017<\/p>\n

Crowdsourcing Strategies for Text Creation Tasks<\/a> (short paper)
\nRia Mae Borromeo, Maha Alsayasneh, Sihem Amer-Yahia and Vincent Leroy<\/em>
\nIn proceedings of the 20th International Conference on Extending Database Technology (EDBT),\u00a02017<\/p>\n

Debugging of Concurrent Systems using Counterexample Analysis<\/a>
\nGianluca Barbon, Vincent Leroy and Gwen Sala\u00fcn<\/em>
\nIn Proceedings of the 7th IPM International Conference on Fundamentals of Software Engineering (FSEN), 2017<\/p>\n

Locality-Aware Routing in Stateful Streaming Applications<\/a>
\nMatthieu Caneill, Ahmed El Rheddane, Vincent Leroy and Noel De Palma<\/em>
\nIn Proceedings of the 16th International Middleware Conference (Middleware), 2016<\/p>\n

Testing Interestingness Measures in Practice: A Large-Scale Analysis of Buying Patterns<\/a>
\nMartin Kirchgessner, Vincent Leroy, Sihem Amer-Yahia, Shashwat Mishra and Intermarch\u00e9 Alimentaire International Stime<\/em>
\nIn Proceedings of the International Conference on Data Science and Advanced Analytics (DSAA), 2016<\/p>\n

Task Composition in Crowdsourcing<\/a>
\nSihem Amer-Yahia, Ria Borromeo, Eric Gaussier, Vincent Leroy, Julien Pilourdault and Motomichi Toyama<\/em>
\nIn Proceedings of the International Conference on Data Science and Advanced Analytics (DSAA), 2016<\/p>\n

TopPI: An Efficient Algorithm for Item-Centric Mining<\/a>
\nMartin Kirchgessner, Vincent Leroy, Alexandre Termier, Sihem Amer-Yahia and Marie-Christine Rousset<\/em>
\nIn Proceedings of the International Conference on Big Data Analytics and Knowledge Discovery (DaWaK), 2016<\/p>\n

Distributed Evaluation of Top-k Temporal Joins<\/a>
\nJulien Pilourdault, Vincent Leroy and Sihem Amer-Yahia<\/em>
\nIn Proceedings of the ACM International Conference on Management of Data (SIGMOD), 2016<\/p>\n

Discovering Characterizing Regions For Consumer Products<\/a>
\nShashwat Mishra, Vincent Leroy and Sihem Amer-Yahia<\/em>
\nIn Proceedings of the International Conference on Data Science and Advanced Analytics (DSAA),\u00a02015<\/p>\n

Building Representative Composite Items<\/a>
\nVincent Leroy, Sihem Amer-Yahia, Eric Gaussier and Hamid Mirisaee<\/em>
\nIn Proceedings of the 24th ACM Conference on Information and Knowledge Management (CIKM),\u00a02015
\nerratum: m\u22641 for maximization and m\u22651 for minimization<\/p>\n

Data Mining Approach to Temporal Debugging of Embedded Streaming Applications<\/a>
\nOleg Iegorov, Alexandre Termier, Vincent Leroy, Jean-Fran\u00e7ois Mehaut and Miguel Santana<\/em>
\nIn Proceedings of the International Conference on Embedded Software (EMSOFT),\u00a02015<\/p>\n

DynaSoRe: Efficient In-Memory Store for Social Applications<\/a>
\nXiao Bai, Arnaud J\u00e9gou, Flavio P. Junqueira and Vincent Leroy<\/em>
\nIn Proceedings of the 14th International Middleware Conference (Middleware),\u00a0pages 425-444,\u00a02013<\/p>\n

Piggybacking on social networks<\/a>
\nAristides Gionis, Flavio P. Junqueira, Vincent Leroy, Marco Serafini and Ingmar Weber<\/em>
\nProceedings of the 39th International Conference on Very Large Databases (VLDB),\u00a0pages 409-420,\u00a02013<\/p>\n

Reactive index replication for distributed search engines<\/a>
\nFlavio P. Junqueira, Vincent Leroy and Matthieu Morel<\/em>
\nIn Proceedings of the 35th ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR),\u00a0pages 831-840,\u00a02012<\/p>\n

Assigning documents to master sites in distributed search<\/a>
\nRoi Blanco, B. Barla Cambazoglu, Flavio P. Junqueira, Ivan Kelly and Vincent Leroy<\/em>
\nIn Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM),\u00a0pages 67-76,\u00a02011<\/p>\n

Distributed social graph embedding<\/a>
\nAnne-Marie Kermarrec, Vincent Leroy and Gilles Tr\u00e9dan<\/em>
\nIn Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM),\u00a0pages 1209-1214,\u00a02011<\/p>\n

Converging quickly to independent uniform random topologies<\/a>
\nAnne-Marie Kermarrec, Vincent Leroy and Christopher Thraves<\/em>
\nIn Proceedings of the 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing (PDP),\u00a0pages 159-166,\u00a02011<\/p>\n

The Gossple anonymous social network<\/a>
\nMarin Bertier, Davide Frey, Rachid Guerraoui, Anne-Marie Kermarrec and Vincent Leroy<\/em>
\nIn Proceedings of the 11th International Middleware Conference (Middleware),\u00a0pages 191-211,\u00a02010<\/p>\n

Cold start link prediction<\/a>
\nVincent Leroy, B. Barla Cambazoglu and Francesco Bonchi<\/em>
\nIn Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD),\u00a0pages 393-402,\u00a02010<\/p>\n

Gossiping personalized queries<\/a>
\nXiao Bai, Marin Bertier, Rachid Guerraoui, Anne-Marie Kermarrec and Vincent Leroy<\/em>
\nIn proceedings of the 13th International Conference on Extending Database Technology (EDBT),\u00a0pages 87-98,\u00a02010<\/p>\n

Application of random walks to decentralized recommender systems<\/a>
\nAnne-Marie Kermarrec, Vincent Leroy, Afshin Moin and Christopher Thraves<\/em>
\nIn Proceedings of the 14th International Conference On Principles Of Distributed Systems (OPODIS),\u00a0pages 48-63,\u00a02010<\/p>\n

D2HT: the best of both worlds, integrating RPS and DHT<\/a>
\nMarin Bertier, Fran\u00e7ois Bonnet, Anne-Marie Kermarrec, Vincent Leroy, Sathya Peri and Michel Raynal<\/em>
\nIn Proceedings of the European Dependable Computing Conference (EDCC),\u00a0pages 135-144,\u00a02010<\/p>\n

 <\/p>\n

National Conferences<\/span><\/p>\n

Vers un desktop-grid pair-\u00e0-pair<\/a>
\nMarin Bertier, Anne-Marie Kermarrec and Vincent Leroy<\/em>
\nIn Proceedings of Conf\u00e9rence Fran\u00e7aise en Syst\u00e8mes d’Exploitation (CFSE),\u00a02008<\/p>\n

 <\/p>\n

International Workshops<\/span><\/p>\n

Shepherding Social Feed Generation with Sheep<\/a>
\nFlavio P. Junqueira, Vincent Leroy, Marco Serafini and Adam Silberstein<\/em>
\nIn Proceedings of Social Network Systems (SNS),\u00a02012<\/p>\n

Social Piggybacking: Leveraging Common Friends to Generate Event-Streams<\/a>
\nAristides Gionis, Flavio Junqueira, Vincent Leroy, Marco Serafini and Ingmar Weber<\/em>
\nIn Proceedings of Social Network Systems (SNS),\u00a02012<\/p>\n

Toward personalized query expansion<\/a>
\nMarin Bertier, Rachid Guerraoui, Anne-Marie Kermarrec and Vincent Leroy<\/em>
\nIn Proceedings of Social Network Systems (SNS),\u00a02009<\/p>\n

 <\/p>\n

Habilitation Thesis<\/span><\/p>\n

Data Analysis at Scale: Systems, Algorithms and Information<\/a>
\nVincent Leroy<\/em>, 2017<\/p>\n

Ph.D. Thesis<\/span><\/p>\n

Distributing social applications<\/a>
\nVincent Leroy<\/em>, 2010<\/p>\n

\n
x <\/span> (x) <\/span><\/div>\n
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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 …<\/p>\n

Publications<\/span> Read More »<\/a><\/p>\n","protected":false},"author":126,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-18","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/lig-membres.imag.fr\/leroyv\/wp-json\/wp\/v2\/pages\/18","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lig-membres.imag.fr\/leroyv\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lig-membres.imag.fr\/leroyv\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lig-membres.imag.fr\/leroyv\/wp-json\/wp\/v2\/users\/126"}],"replies":[{"embeddable":true,"href":"https:\/\/lig-membres.imag.fr\/leroyv\/wp-json\/wp\/v2\/comments?post=18"}],"version-history":[{"count":49,"href":"https:\/\/lig-membres.imag.fr\/leroyv\/wp-json\/wp\/v2\/pages\/18\/revisions"}],"predecessor-version":[{"id":354,"href":"https:\/\/lig-membres.imag.fr\/leroyv\/wp-json\/wp\/v2\/pages\/18\/revisions\/354"}],"wp:attachment":[{"href":"https:\/\/lig-membres.imag.fr\/leroyv\/wp-json\/wp\/v2\/media?parent=18"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}