| Clustering and community detection in directed networks: A survey FD Malliaros, M Vazirgiannis Physics reports 533 (4), 95-142, 2013 | 834 | 2013 |
| Locating influential nodes in complex networks FD Malliaros, MEG Rossi, M Vazirgiannis Scientific reports 6 (1), 19307, 2016 | 169 | 2016 |
| The Core Decomposition of Networks: Theory, Algorithms and Applications F Malliaros, C Giatsidis, A Papadopoulos, M Vazirgiannis The VLDB Journal, 2020 | 113 | 2020 |
| A Graph Degeneracy-based Approach to Keyword Extraction AJP Tixier, FD Malliaros, M Vazirgiannis EMNLP, 2016 | 104 | 2016 |
| Semi-Supervised Learning and Graph Neural Networks for Fake News Detection A Benamira, B Devillers, E Lesot, AK Ray, M Saadi, FD Malliaros ASONAM, 2019 | 97 | 2019 |
| To stay or not to stay: modeling engagement dynamics in social graphs FD Malliaros, M Vazirgiannis Proceedings of the 22nd ACM international conference on Information …, 2013 | 83 | 2013 |
| Graph-Based Term Weighting for Text Categorization FD Malliaros, K Skianis Proceedings of the social media and risk (SoMeRis), ASONAM 2015 workshop. 15, 98, 2015 | 77 | 2015 |
| CoreCluster: A degeneracy based graph clustering framework C Giatsidis, F Malliaros, DM Thilikos, M Vazirgiannis AAAI Conference on Artificial Intelligence, 2014 | 75 | 2014 |
| Graphsvx: Shapley value explanations for graph neural networks A Duval, FD Malliaros Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 62 | 2021 |
| Fast robustness estimation in large social graphs: Communities and anomaly detection FD Malliaros, V Megalooikonomou, C Faloutsos Proceedings of the 2012 SIAM International Conference on Data Mining, 942-953, 2012 | 47 | 2012 |
| Spread it good, spread it fast: Identification of influential nodes in social networks MEG Rossi, FD Malliaros, M Vazirgiannis Proceedings of the 24th International Conference on World Wide Web, 101-102, 2015 | 46 | 2015 |
| Multi-task Learning for Influence Estimation and Maximization G Panagopoulos, FD Malliaros, M Vazirgiannis IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 | 36* | 2020 |
| Estimating robustness in large social graphs FD Malliaros, V Megalooikonomou, C Faloutsos Knowledge and Information Systems 45, 645-678, 2015 | 26 | 2015 |
| Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification K Skianis, F Malliaros, M Vazirgiannis Proceedings of the Twelfth NAACL Workshop on Graph-Based Methods for Natural …, 2018 | 23 | 2018 |
| BiasedWalk: Biased sampling for representation learning on graphs D Nguyen, FD Malliaros 2018 IEEE International Conference on Big Data (Big Data), 4045-4053, 2018 | 21 | 2018 |
| k-Degree anonymity on directed networks J Casas-Roma, J Salas, FD Malliaros, M Vazirgiannis Knowledge and Information Systems, 1-26, 2018 | 20 | 2018 |
| MATI: An Efficient Algorithm for Influence Maximization in Social Networks ME Rossi, B Shi, N Tziortziotis, FD Malliaros, C Giatsidis, M Vazirgiannis 6th International Conference on Complex Networks and Their Applications, 2017 | 19 | 2017 |
| Expansion properties of large social graphs FD Malliaros, V Megalooikonomou Database Systems for Adanced Applications: 16th International Conference …, 2011 | 18 | 2011 |
| Influence Maximization Using Influence and Susceptibility Embeddings G Panagopoulos, FD Malliaros, M Vazirgianis International AAAI Conference on Web and Social Media (ICWSM), 511-521, 2020 | 17 | 2020 |
| Higher-order clustering and pooling for graph neural networks A Duval, F Malliaros Proceedings of the 31st ACM International Conference on Information …, 2022 | 16 | 2022 |
Michalis VazirgiannisDistinguished Professor, Ecole Polytechnique, Institute Polytechnique de ParisVerified email at lix.polytechnique.fr
