Staff directory

GUILLAUME Jean-Loup

Associate Professor [HDR]
Team : ComplexNetworks

Sorbonne Université - LIP6

+33 1 44 27 70 37
Jean-Loup.Guillaume (at) nulllip6.fr
https://perso.lip6.fr/Jean-Loup.Guillaume

One PhD Student (Supervision / Co-supervision)

TALEB Imane : No title.

Four past PhD Students (2011 - 2015) at Sorbonne University

One past Postdoc (2011) at Sorbonne University

2008-2025 Publications

2025
- N. Achir, A. Carneiro Viana, M. Dias De Amorim, A. Fladenmuller, Y. Ghamri‑Doudane, J.‑L. GUILLAUME : “D5.3: Exploitation plan”, (2025)
2024
- N. Achir, A. Carneiro Viana, M. Dias De Amorim, F. Dias de Melo Silva, A. Fladenmuller, Y. Ghamri‑Doudane, J.‑L. GUILLAUME, A. Huchet, A. Mishra, F. Molano Ortiz, M. Syed : “D2.2a: Measurement infrastructure deployment and raw data collection”, (2024)
- N. Achir, A. Carneiro Viana, M. Dias De Amorim, F. Dias de Mello Silva, A. Fladenmuller, Y. Ghamri‑Doudane, J.‑L. GUILLAUME, A. Huchet, A. Mishra, F. Molano Ortiz, M. Syed : “D2.2b: Measurement tools, data collection and device association”, (2024)
- N. Achir, A. Carneiro Viana, M. Dias De Amorim, F. Dias de Mello Silva, G. Farhi‑Rivasseau, A. Fladenmuller, Y. Ghamri‑Doudane, J.‑L. GUILLAUME, A. Huchet, A. Mishra, F. Molano Ortiz, M. Syed : “D3.3: Trace observations”, (2024)
- N. Achir, A. Carneiro Viana, M. Dias De Amorim, F. Dias de Mello Silva, A. Fladenmuller, Y. Ghamri‑Doudane, J.‑L. GUILLAUME, A. Huchet, A. Mishra, F. Molano Ortiz, M. Syed : “D3.2: Trace merging on a per-user basis”, (2024)
2023
- N. Achir, A. Carneiro Viana, M. Dias De Amorim, F. Dias de Mello Silva, G. Farhi‑Rivasseau, A. Fladenmuller, Y. Ghamri‑Doudane, J.‑L. GUILLAUME, A. Huchet, A. Mishra, F. Molano Ortiz, C. Palamidessi, M. Syed : “D3.1: Sanitization strategies and utility results”, (2023)
2021
- N. Achir, A. Carneiro Viana, M. Dias De Amorim, F. Dias de Mello Silva, A. Fladenmuller, Y. Ghamri‑Doudane, J.‑L. GUILLAUME, A. Huchet, L. Jouans, A. Mishra, F. Molano Ortiz, M. Syed : “D2.1: Architectural design and instantiation”, (2021)
2020
- A. Bhowmick, K. Meneni, M. Danisch, J.‑L. GUILLAUME, B. Mitra : “LouvainNE: Hierarchical Louvain Method for High Quality and Scalable Network Embedding *”, 13^th ACM International WSDM Conference, WSDM '20: Proceedings of the 13^th International Conference on Web Search and Data Mining, Houston, Texas, United States, pp. 43-51 (2020)
2019
- S. Pramanik, M. Sharma, M. Danisch, Q. Wang, J.‑L. GUILLAUME, B. Mitra : “Easy-Mention: a model-driven mention recommendation heuristic to boost your tweet popularity”, International Journal of Data Science and Analytics, vol. 7 (2), pp. 131-147, (Springer Verlag) (2019)
2018
- M. Danisch, N. Gaumont, J.‑L. GUILLAUME : “A Modular Overlapping Community Detection Algorithm: Investigating the ``From Local to Global’’ Approach”, 16^th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, Paris, France, pp. 167-170 (2018)
- R. Tackx, F. Tarissan, J.‑L. GUILLAUME : “ComSim : A bipartite community detection algorithm using cycle and node’s similarity”, Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications), vol. 689, Studies in Computational Intelligence, Lyon, France, pp. 278-289, (Springer) (2018)
2017
- S. Pramanik, Q. Wang, M. Danisch, J.‑L. GUILLAUME, B. Mitra : “Modeling cascade formation in Twitter amidst mentions and retweets”, Social Network Analysis and Mining, vol. 7 (1), (Springer) (2017)
- S. Pramanik, R. Tackx, A. Navelkar, J.‑L. GUILLAUME, B. Mitra : “Discovering Community Structure in Multilayer Networks”, 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), Tokyo, Japan, pp. 611-620, (IEEE) (2017)
- S. Pramanik, R. Tackx, A. Navelar, J.‑L. GUILLAUME, B. Mitra : “Structure communautaire des réseaux multicouches”, Modèles et Analyses Réseau : Approches Mathématiques et Informatique (MARAMI), La Rochelle, France (2017)
2016
- S. Pramanik, Q. Wang, M. Danisch, S. Bandi, A. Kumar, J.‑L. GUILLAUME, B. Mitra : “On the Role of Mentions on Tweet Virality”, 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA), Montreal, Canada, pp. 204-213, (IEEE) (2016)
2015
- S. Pramanik, Q. Wang, M. Danisch, M. Sharma, S. Bandi, J.‑L. GUILLAUME, S. Raux, B. Mitra : “Augmenter les retweets sur Twitter : comment tirer parti des mentions ?”, Actes de MARAMI 2015, Nîmes, France (2015)
- M. Danisch, J.‑L. GUILLAUME, B. Le Grand : “Déplier la structure communautaire d’un réseau en mesurant la proximité aux représentants de communauté”, Actes de MARAMI 2015, Nîmes, France (2015)
- R. Tackx, J.‑L. GUILLAUME, F. Tarissan : “Revealing intricate properties of communities in the bipartite structure of online social networks”, Proceedings of the IEEE 9^th International Conference on Research Challenges in Information Science (RCIS), Athènes, Greece, pp. 321-326, (IEEE) (2015)
2014
- M. Danisch, J.‑L. GUILLAUME, B. Le Grand : “Multi-ego-centered communities in practice”, Social Network Analysis and Mining, vol. 4 (1), pp. 180, (Springer) (2014)
- R. CAMPIGOTTO, P. CONDE CÉSPEDES, J.‑L. GUILLAUME : “La méthode de Louvain générique : un algorithme adaptatif pour la détection de communautés sur de très grands graphes”, ROADEF - 15^e congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Bordeaux, France (2014)
- M. Danisch, J.‑L. GUILLAUME, B. Le Grand : “Learning a proximity measure to complete a community”, Proceedings of the 2014 International Conference on Data Science and Advanced Analytics (DSAA2014), Shanghai, China, pp. 90-96, (IEEE) (2014)
- M. Danisch, J.‑L. GUILLAUME, B. Le Grand : “Complétion de communautés par l’apprentissage d’une mesure de proximité”, ALGOTEL 2014 -- 16^es Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Le Bois-Plage-en-Ré, France, pp. 1-4 (2014)
- A. Albano, J.‑L. GUILLAUME, B. Le Grand : “On the use of intrinsic time scale for dynamic community detection and visualization in social networks”, Proceedings of the 8^th IEEE International Conference on Research Challenges in Information Science (RCIS 2014), Marrakech, Morocco, pp. 1-11 (2014)
- M. Danisch, J.‑L. GUILLAUME, B. Le Grand : “Multi-ego-centered communities”, chapter in Complex Networks, pp. 76-111, (Cambridge Scholars Publishing) (2014)
- A. Albano, J.‑L. GUILLAUME, S. Heymann, B. Le Grand : “Studying Graph Dynamics Through Intrinsic Time Based Diffusion Analysis”, Applications of Social Media and Social Network Analysis (2014)
2013
- J.‑L. GUILLAUME, R. CAMPIGOTTO, M. Seifi : “The Power of Consensus: Random Graphs Have No Communities”, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013, Niagara Falls, ON, Canada, pp. 272-276, (IEEE) (2013)
- M. Danisch, J.‑L. GUILLAUME, B. Le Grand : “Une approche à base de proximité pour la détection de communautés egocentrées”, 15^es Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel), Portnic, France, pp. 1-4 (2013)
- M. Danisch, J.‑L. GUILLAUME, B. Le Grand : “Unfolding ego-centered community structures with "a similarity approach"”, Proceedings of the 4^th Workshop on Complex Networks CompleNet 2013, vol. 476, Studies in Computational Intelligence, Berlin, Germany, pp. 145-153, (Springer) (2013)
- M. Danisch, J.‑L. GUILLAUME, B. Le Grand : “Déplier les structures communautaires egocentrées - une approche à base de similarité”, Actes de l'atelier Fouille de Grands Graphes - EGC, Toulouse, France (2013)
- A. Albano, J.‑L. GUILLAUME, S. Heymann, B. Le Grand : “A Matter of Time - Intrinsic or Extrinsic - for Diffusion in Evolving Complex Networks”, Conference on Advances in Social Networks Analysis and Mining, Niagara Falls, Canada, pp. 202-206 (2013)
- Th. Aynaud, E. Fleury, J.‑L. GUILLAUME, Q. Wang : “Communities in evolving networks: definitions, detection and analysis techniques”, chapter in Dynamics On and Of Complex Networks, vol. 2, pp. 159-200, (Springer) (2013)
- M. Danisch, J.‑L. GUILLAUME, B. Le Grand : “Towards multi-ego-centered communities: a node similarity approach”, International Journal of Web Based Communities, vol. 9 (3), pp. 299-322, (Inderscience) (2013)
2012
- J.‑L. Guillaume : “Déterminisme et non-déterminisme au service de la détection de communautés dynamiques”, habilitation, phd defence 11/19/2012 (2012)
- J. Whitbeck, M. Dias De Amorim, V. Conan, J.‑L. GUILLAUME : “Temporal Reachability Graphs”, ACM Mobicom, Istanbul, Türkiye, pp. 377-388, (ACM) (2012)
- M. Seifi, J.‑L. GUILLAUME : “Community Cores in Evolving Networks”, Mining Social Network Dynamic 2012 Workshop (MSND), In conjunction with the international conference World Wide Web WWW 2012, Lyon, France, pp. 1173-1180 (2012)
- A. Albano, J.‑L. GUILLAUME, B. Le Grand : “File Diffusion in a Dynamic Peer-to-peer Network”, WWW 2012 - MSND'12 Workshop, Lyon, France, pp. 1169-1172, (ACM) (2012)
- M. Seifi, J.‑L. GUILLAUME, I. Junier, J.‑B. Rouquier, S. Iskrov : “Stable community cores in complex networks”, 3^rd Workshop on Complex Networks (CompleNet 2012), vol. 424, Studies in Computational Intelligence, Melbourne, Florida, United States, pp. 87-98 (2012)
- J. Whitbeck, M. Dias De Amorim, V. Conan, J.‑L. GUILLAUME : “Graphes d’accessibilité dynamiques”, 14^es Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel), La Grande Motte, France (2012)
2011
- Th. Aynaud, J.‑L. GUILLAUME : “Extraction hiérarchique de fenêtres de temps basée sur la structure communautaire”, MARAMI 2011, Grenoble, France (2011)
- Th. Aynaud, J.‑L. GUILLAUME : “Multi-Step Community Detection and Hierarchical Time Segmentation in Evolving Networks”, Fifth SNA-KDD Workshop Social Network Mining and Analysis, in conjunction with the 17^th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2011), San Diego, CA, United States (2011)
- C. Magnien, M. Latapy, J.‑L. GUILLAUME : “Impact of Random Failures and Attacks on Poisson and Power-Law Random Networks”, ACM Computing Surveys, vol. 43 (3), pp. 13, (Association for Computing Machinery) (2011)
- Th. Aynaud, Vincent D. Blondel, J.‑L. GUILLAUME, R. Lambiotte : “Optimisation locale multi-niveaux de la modularité”, chapitre de Partitionnement de graphe : optimisation et applications, Traité IC2, pp. 14, (Hermes-Lavoisier) (2011)
- Th. Aynaud, J.‑L. GUILLAUME : “Structure multi-échelle de grands graphes de terrain”, Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, vol. 30 (2), pp. 137-154, (Lavoisier) (2011)
2010
- Th. Aynaud, J.‑L. GUILLAUME : “Détection de communautés à long terme dans les graphes dynamiques”, Journée thématique : Fouille de grands graphes, Toulouse, France (2010)
- P. Borgnat, E. Fleury, J.‑L. GUILLAUME, C. Robardet : “Characteristics of the Dynamic of Mobile Networks”, 4^th International Conference on Bio-Inspired Models of Network, Information, and Computing Systems, vol. 39, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Avignon, France, pp. 130-139, (Springer) (2010)
- A. Stoica, Z. Smoreda, Ch. Prieur, J.‑L. GUILLAUME : “Age, Gender and Communication Networks”, Workshop on the Analysis of Mobile Phone Networks, satellite workshop to NetSci 2010, Cambridge, MA, United States, pp. 11-14 (2010)
- M. Seifi, J.‑L. GUILLAUME, M. Latapy, B. Le Grand : “Interactive multiscale visualization of huge graphs: application to a network of weblogs”, 8^th Workshop on Visualization and Knowledge Extraction (EGC 2010), Hammamet, Tunisia (2010)
- Th. Aynaud, J.‑L. GUILLAUME : “Long range community detection”, LAWDN - Latin-American Workshop on Dynamic Networks, Buenos Aires, Argentina, pp. 4 p. (2010)
- Th. Aynaud, J.‑L. GUILLAUME : “Static community detection algorithms for evolving networks”, WiOpt'10: Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, Avignon, France, pp. 508-514 (2010)
2008
- A. Scherrer, P. Borgnat, E. Fleury, J.‑L. GUILLAUME, C. Robardet : “Description and simulation of dynamic mobility networks”, Computer Networks, vol. 52 (15), pp. 2842-2858, (Elsevier) (2008)
- Vincent D. Blondel, J.‑L. GUILLAUME, R. Lambiotte, E. Lefebvre : “Fast unfolding of communities in large networks”, Journal of Statistical Mechanics: Theory and Experiment, vol. P10008, pp. 1-12, (IOP Publishing) (2008)
- Vincent D. Blondel, J.‑L. GUILLAUME, Julien M. Hendrickx, C. De Kerchove, R. Lambiotte : “Local leaders in random networks”, Physical Review E : Statistical, Nonlinear, and Soft Matter Physics, vol. 77 (3), pp. 036114, (American Physical Society) (2008)
- A. Scherrer, P. Borgnat, E. Fleury, J.‑L. GUILLAUME, C. Robardet : “A Methodology to Identify Characteristics of the Dynamic of Mobile Networks”, ACM ASIAN INTERNET ENGINEERING CONFERENCE (AINTEC), Bangkok, Thailand (2008)
- E. Fleury, A. Scherrer, P. Borgnat, J.‑L. GUILLAUME, C. Robardet : “Description and simulation of dynamic mobility networks”, Dynamics on and of Complex Networks – II, Jerusalem, Israel (2008)
- V. Blondel, J.‑L. GUILLAUME, R. Lambiotte, E. Lefebvre : “Identification multi-échelle de la structure communautaire de très grands graphes”, 10^e Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel'08), Saint-Malo, France, pp. 61-64 (2008)
- P. Borgnat, E. Fleury, J.‑L. GUILLAUME, C. Magnien, C. Robardet, A. Scherrer : “Evolving networks”, chapter in Mining Massive Data Sets for Security, vol. 19, pp. 198-203, (IOS Press), (ISBN: 978-1-58603-898-4) (2008)