Tyrex | Project

Publications

2021

  • Compression Boosts Differentially Private Federated Learning [HAL, PDF, Abstract]

    Raouf Kerkouche, Gergely Ács, Claude Castelluccia, Pierre Genevès
    EuroS&P 2021 - 6th IEEE European Symposium on Security and Privacy, Sep 2021, Vienna, Austria. pp.1-15
  • Constrained Differentially Private Federated Learning for Low-bandwidth Devices [HAL, PDF, Abstract]

    Raouf Kerkouche, Gergely Ács, Claude Castelluccia, Pierre Genevès
    UAI 2021 - 37th Conference on Uncertainty in Artificial Intelligence, Jul 2021, Online, United States. pp.1-18
  • Privacy-Preserving and Bandwidth-Efficient Federated Learning: An Application to In-Hospital Mortality Prediction [HAL, PDF, Abstract]

    Raouf Kerkouche, Gergely Acs, Claude Castelluccia, Pierre Genevès
    CHIL 2021 - ACM Conference on Health, Inference, and Learning, Apr 2021, virtual event, France. pp.1-11
  • Exchanging Data under Policy Views [HAL, Abstract]

    Angela Bonifati, Ugo Comignani, Efthymia Tsamoura
    EDBT 2021 - 24th International Conference on Extending Database Technology, Mar 2021, Nicosia, Cyprus
  • Explaining Automated Data Cleaning with CLeanEX [HAL, Abstract]

    Laure Berti-Équille, Ugo Comignani
    IJCAI-PRICAI 2020 - Workshop on Explainable Artificial Intelligence (XAI), Jan 2021, Online, Japan

2020

  • A Cost Estimation Technique for Recursive Relational Algebra [HAL, PDF, Abstract]

    Muideen Lawal, Pierre Genevès, Nabil Layaïda
    CIKM 2020 - 29th ACM International Conference on Information and Knowledge Management, Oct 2020, Virtual Event, France. pp.1-4, ⟨10.1145/3340531.3417460⟩
  • Predictive Analytics by Inferring Structure from Electronic Health Records [HAL, PDF, Abstract]

    Luisa Werner
    Computer Science [cs]. 2020
  • On the Optimization of Recursive Relational Queries: Application to Graph Queries [HAL, PDF, Abstract]

    Louis Jachiet, Pierre Genevès, Nils Gesbert, Nabil Layaïda
    SIGMOD 2020 - ACM International Conference on Management of Data, Jun 2020, Portland, United States. pp.1-23, ⟨10.1145/3318464.3380567⟩
  • SHARQL: Shape Analysis of Recursive SPARQL Queries [HAL, PDF, Abstract]

    Angela Bonifati, Wim Martens, Thomas Timm
    SIGMOD/PODS 2020 - International Conference on Management of Data, Jun 2020, Portland OR, United States. pp.2701-2704, ⟨10.1145/3318464.3384684⟩
  • Regular Path Query Evaluation on Streaming Graphs [HAL, Abstract]

    Anil Pacaci, Angela Bonifati, Tamer Özsu
    SIGMOD 2020 - ACM International Conference on Management of Data, Jun 2020, Portland, United States. pp.1415-1430, ⟨10.1145/3318464.3389733⟩
  • Evaluating Top-k Queries with Inconsistency Degrees [HAL, PDF, Abstract]

    Ousmane Issa, Angela Bonifati, Farouk Toumani
    Proceedings of the VLDB Endowment (PVLDB), VLDB Endowment, 2020, 13 (12), pp.2146-2158. ⟨10.14778/3407790.3407815⟩
  • An Analytical Study of Large SPARQL Query Logs [HAL, PDF, Abstract]

    Angela Bonifati, Wim Martens, Thomas Timm
    The VLDB Journal, Springer, 2020, 29 (2-3), pp.655-679. ⟨10.1007/s00778-019-00558-9⟩
  • Graph Generators: State of the Art and Open Challenges [HAL, PDF, Abstract]

    Angela Bonifati, Irena Holubovà, Arnau Prat-Pérez, Sherif Sakr
    ACM Computing Surveys, Association for Computing Machinery, 2020, 53 (2), ⟨10.1145/3379445⟩
  • Le projet GazePlay : des jeux ouverts, gratuits et une communauté pour les personnes en situation de polyhandicap [HAL, PDF, Abstract]

    Didier Schwab, Sébastien Riou, Amela Fejza, Loïc Vial, Johana Marku, Wafaa Husseini, E Sannara, Miles Bardon, Yann Robert
    1024 – Bulletin de la Société informatique de France, 2020
  • Backward Type Inference for XML Queries [HAL, PDF, Abstract]

    Hyeonseung Im, Pierre Genevès, Nils Gesbert, Nabil Layaïda
    Theoretical Computer Science, Elsevier, 2020, Theoretical Computer Science, 823, pp.69 - 99. ⟨10.1016/j.tcs.2020.03.020⟩
  • A trichotomy for regular simple path queries on graphs [HAL, PDF, Abstract]

    Guillaume Bagan, Angela Bonifati, Benoit Groz
    Journal of Computer and System Sciences, Elsevier, 2020, 108, pp.29-48. ⟨10.1016/j.jcss.2019.08.006⟩
  • RDF graph anonymization robust to data linkage [HAL, PDF, Abstract]

    Rémy Delanaux, Angela Bonifati, Marie-Christine Rousset, Romuald Thion
    WISE 2019 - 20th International Conference on Web Information Systems Engineering, Jan 2020, Hong Kong, China. pp.491-506, ⟨10.1007/978-3-030-34223-4_31⟩

2019

  • Approximate Querying on Property Graphs [HAL, PDF, Abstract]

    Stefania Dumbrava, Angela Bonifati, Amaia Nazabal Ruiz Diaz, Romain Vuillemot
    SUM 2019 - 13th international conference on Scalable Uncertainty Management, Dec 2019, Compiègne, France. pp.250-265, ⟨10.1007/978-3-030-35514-2_19⟩
  • What can millions of laboratory test results tell us about the temporal aspect of data quality? Study of data spanning 17 years in a clinical data warehouse [HAL, PDF, Abstract]

    Vincent Looten, Liliane Kong Win Chang, Antoine Neuraz, Marie-Anne Landau-Loriot, Benoit Vedie, Jean-Louis Paul, Laetitia Mauge, Nadia Rivet, Angela Bonifati, Gilles Chatellier, Anita Burgun, Bastien Rance
    Computer Methods and Programs in Biomedicine, Elsevier, 2019, 181, pp.1-20. ⟨10.1016/j.cmpb.2018.12.030⟩
  • Schema validation and evolution for graph databases [HAL, PDF, Abstract]

    Angela Bonifati, Peter Furniss, Alastair Green, Russ Harmer, Eugenia Oshurko, Hannes Voigt
    ER 2019 - 38th International Conference on Conceptual Modeling, Nov 2019, Salvador, Brazil. pp.448-456, ⟨10.1007/978-3-030-33223-5_37⟩
  • MapRepair: Mapping and Repairing under Policy Views [HAL, PDF, Abstract]

    Angela Bonifati, Ugo Comignani, Efthymia Tsamoura
    SIGMOD 2019 - ACM SIGMOD/PODS International Conference on Management of Data, Jun 2019, Amsterdam, Netherlands. pp.1873-1876 (Demonstration), ⟨10.1145/3299869.3320228⟩
  • Interactive Mapping Specification with Exemplar Tuples [HAL, PDF, Abstract]

    Angela Bonifati, Ugo Comignani, Emmanuel Coquery, Romuald Thion
    ACM Transactions on Database Systems, Association for Computing Machinery, 2019, 44 (3), pp.44
  • Navigating the Maze of Wikidata Query Logs [HAL, PDF, Abstract]

    Angela Bonifati, Wim Martens, Thomas Timm
    WWW 2019 - The World Wide Web Conference, May 2019, San Francisco, United States. pp.127-138, ⟨10.1145/3308558.3313472⟩

2018

  • A Multi-Criteria Experimental Ranking of Distributed SPARQL Evaluators [HAL, PDF, Abstract]

    Damien Graux, Louis Jachiet, Pierre Genevès, Nabil Layaïda
    Big Data 2018 - IEEE International Conference on Big Data, Dec 2018, Seattle, United States. pp.1-10
  • Graph Queries: From Theory to Practice [HAL, PDF, Abstract]

    Angela Bonifati, Stefania Dumbrava
    SIGMOD record, ACM, 2018, 47 (4), pp.5-16. ⟨10.1145/3335409.3335411⟩
  • A Hybrid Approach for Spatio-Temporal Validation of Declarative Multimedia Documents [HAL, PDF, Abstract]

    Joel Dos Santos, Débora Muchaluat-Saade, Cécile Roisin, Nabil Layaïda
    ACM Transactions on Multimedia Computing, Communications and Applications, Association for Computing Machinery, 2018, 14 (4), pp.1-24. ⟨10.1145/3267127⟩
  • A Method to Quantitatively Evaluate Geo Augmented Reality Applications [HAL, PDF, Abstract]

    Thibaud Michel, Pierre Genevès, Nabil Layaïda
    ISMAR 2018 - International Symposium on Mixed and Augmented Reality, Oct 2018, Munich, Germany. pp.1-6
  • Query-based Linked Data Anonymization [HAL, PDF, Abstract]

    Rémy Delanaux, Angela Bonifati, Marie-Christine Rousset, Romuald Thion
    The 17th International Semantic Web Conference (ISWC 2018), Oct 2018, Monterey, United States. pp.530-546, ⟨10.1007/978-3-030-00671-6_31⟩
  • Querying Graphs [HAL, Abstract]

    Angela Bonifati, George Fletcher, Hannes Voigt, Nikolay Yakovets
    Morgan & Claypool Publishers, 10 (3), pp.1-184, 2018, Synthesis Lectures on Data Management, ⟨10.2200/S00873ED1V01Y201808DTM051⟩
  • Scalable and Interpretable Predictive Models for Electronic Health Records [HAL, PDF, Abstract]

    Amela Fejza, Pierre Genevès, Nabil Layaïda, Jean-Luc Bosson
    DSAA 2018 - 5th IEEE International Conference on Data Science and Advanced Analytics, Oct 2018, Turin, Italy. pp.1-10
  • ProvSQL: Provenance and Probability Management in PostgreSQL [HAL, PDF, Abstract]

    Pierre Senellart, Louis Jachiet, Silviu Maniu, Yann Ramusat
    Proceedings of the VLDB Endowment (PVLDB), VLDB Endowment, 2018, 11 (12), pp.2034-2037. ⟨10.14778/3229863.3236253⟩
  • The GazePlay Project: Open and Free Eye-trackers Games and a Community for People with Multiple Disabilities [HAL, PDF, Abstract]

    Didier Schwab, Amela Fejza, Loïc Vial, Yann Robert
    ICCHP 2018 - 16th International Conference on Computers Helping People with Special Needs, Jul 2018, Linz, Austria. pp.254-261, ⟨10.1007/978-3-319-94277-3_41⟩
  • Selectivity Estimation for SPARQL Triple Patterns with Shape Expressions [HAL, PDF, Abstract]

    Abdullah Abbas, Pierre Genevès, Cécile Roisin, Nabil Layaïda
    ICWE'18 - 18th International Conference on Web Engineering, Jun 2018, Cáceres, Spain. pp.195-209, ⟨10.1007/978-3-319-91662-0_15⟩
  • Evaluation of Query Transformations without Data [HAL, PDF, Abstract]

    Jérôme David, Jérôme Euzenat, Pierre Genevès, Nabil Layaïda
    WWW 2018 - Companion of The Web Conference, Apr 2018, Lyon, France. pp.1599-1602, ⟨10.1145/3184558.3191617⟩
  • SPARQL Query Containment under Schema [HAL, PDF, Abstract]

    Melisachew Chekol, Jérôme Euzenat, Pierre Genevès, Nabil Layaïda
    Journal on Data Semantics, Springer, 2018, 7 (3), pp.133-154. ⟨10.1007/s13740-018-0087-1⟩
  • Attitude Estimation for Indoor Navigation and Augmented Reality with Smartphones [HAL, PDF, Abstract]

    Thibaud Michel, Pierre Genevès, Hassen Fourati, Nabil Layaïda
    Pervasive and Mobile Computing, Elsevier, 2018, 46, pp.96-121. ⟨10.1016/j.pmcj.2018.03.004⟩
  • Scalable Machine Learning for Predicting At-Risk Profiles Upon Hospital Admission [HAL, PDF, Abstract]

    Pierre Genevès, Thomas Calmant, Nabil Layaïda, Marion Lepelley, Svetlana Artemova, Jean-Luc Bosson
    Big Data Research, Elsevier, 2018, 12, pp.23-34. ⟨10.1016/j.bdr.2018.02.004⟩
  • The GazePlay Project : Overview in February 2018 [HAL, PDF, Abstract]

    Didier Schwab, Amela Fejza, Loïc Vial, Yann Robert
    [Research Report] LIG lab. 2018, pp.1-5

2017

  • Une classification expérimentale multi-critère des évaluateurs SPARQL répartis [HAL, PDF, Abstract]

    Damien Graux, Louis Jachiet, Pierre Genevès, Nabil Layaïda
    BDA 2017 - 33ème conférence sur la « Gestion de Données — Principes, Technologies et Applications » , Nov 2017, Nancy, France. pp.1-2
  • Optimising SPARQL Query Evaluation in the Presence of ShEx Constraints [HAL, PDF, Abstract]

    Abdullah Abbas, Pierre Genevès, Cécile Roisin, Nabil Layaïda
    BDA 2017 - 33ème conférence sur la « Gestion de Données — Principes, Technologies et Applications », Nov 2017, Nancy, France. pp.1-12
  • Extending the SPARQL Algebra for the optimization of Property Paths [HAL, PDF, Abstract]

    Louis Jachiet, Pierre Genevès, Nabil Layaïda, Nils Gesbert
    BDA 2017 - 33ème conférence sur la « Gestion de Données , Nov 2017, Nancy, France. pp.1-2
  • On Mobile Augmented Reality Applications based on Geolocation [HAL, PDF, Abstract]

    Thibaud Michel
    Mobile Computing. Université Grenoble Alpes, 2017. English
  • Static Analysis of Semantic Web Queries with ShEx Schema Constraints [HAL, PDF, Abstract]

    Abdullah Abbas
    Web. Université Grenoble - Alpes, 2017. English
  • SPARQL Query Containment with ShEx Constraints [HAL, PDF, Abstract]

    Abdullah Abbas, Pierre Genevès, Cécile Roisin, Nabil Layaïda
    ADBIS 2017 - 21st European Conference on Advances in Databases and Information Systems , Sep 2017, Nicosia, Cyprus
  • A Circuit-Based Approach to Efficient Enumeration [HAL, PDF, Abstract]

    Antoine Amarilli, Pierre Bourhis, Louis Jachiet, Stefan Mengel
    ICALP 2017 - 44th International Colloquium on Automata, Languages, and Programming, Jul 2017, Varsovie, Poland. pp.1-15, ⟨10.4230/LIPIcs.ICALP.2017.111⟩
  • On Attitude Estimation with Smartphones [HAL, PDF, Abstract]

    Thibaud Michel, Pierre Genevès, Hassen Fourati, Nabil Layaïda
    IEEE International Conference on Pervasive Computing and Communications, Mar 2017, Kona, United States

2016

  • SPARQLGX : Une Solution Distribuée pour RDF Traduisant SPARQL vers Spark [HAL, PDF, Abstract]

    Damien Graux, Louis Jachiet, Pierre Genevès, Nabil Layaïda
    BDA 2016 - 32ème Conférence sur la Gestion de Données - Principes, Technologies et Applications, Nov 2016, Poitiers, France
  • SPARQLGX in Action: Efficient Distributed Evaluation of SPARQL with Apache Spark [HAL, PDF, Abstract]

    Damien Graux, Louis Jachiet, Pierre Genevès, Nabil Layaïda
    15th International Semantic Web Conference (ISWC 2016 demo paper), Oct 2016, Kobe, Japan
  • SPARQLGX: Efficient Distributed Evaluation of SPARQL with Apache Spark [HAL, PDF, Abstract]

    Damien Graux, Louis Jachiet, Pierre Genevès, Nabil Layaïda
    The 15th International Semantic Web Conference, Oct 2016, Kobe, Japan. ⟨10.1007/978-3-319-46547-0_9⟩
  • Smart Trip Alternatives for the Curious [HAL, PDF, Abstract]

    Damien Graux, Pierre Genevès, Nabil Layaïda
    15th International Semantic Web Conference (ISWC 2016 demo paper), Oct 2016, Kobe, Japan
  • Behavioral Types in Programming Languages [HAL, Abstract]

    Davide Ancona, Viviana Bono, Mario Bravetti, Joana Campos, Giuseppe Castagna, Pierre-Malo Deniélou, Simon Gay, Nils Gesbert, Elena Giachino, Raymond Hu, Einar Johnsen, Francisco Martins, Viviana Mascardi, Fabrizio Montesi, Rumyana Neykova, Nicholas Ng, Luca Padovani, Vasco Vasconcelos, Nobuko Yoshida
    Foundations and Trends in Programming Languages, Now Publishers, 2016, 3 (2-3), pp.95-230. ⟨10.1561/2500000031⟩