| Clustering and community detection in directed networks: A survey FD Malliaros, M Vazirgiannis Physics reports 533 (4), 95-142, 2013 | 904 | 2013 |
| Locating influential nodes in complex networks FD Malliaros, MEG Rossi, M Vazirgiannis Scientific reports 6 (1), 19307, 2016 | 183 | 2016 |
| The Core Decomposition of Networks: Theory, Algorithms and Applications F Malliaros, C Giatsidis, A Papadopoulos, M Vazirgiannis The VLDB Journal, 2020 | 143 | 2020 |
| 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 | 122 | 2019 |
| A Graph Degeneracy-based Approach to Keyword Extraction AJP Tixier, FD Malliaros, M Vazirgiannis EMNLP, 2016 | 111 | 2016 |
| Graphsvx: Shapley value explanations for graph neural networks A Duval, FD Malliaros Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 100 | 2021 |
| 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 | 91 | 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 | 87 | 2015 |
| CoreCluster: A degeneracy based graph clustering framework C Giatsidis, F Malliaros, DM Thilikos, M Vazirgiannis AAAI Conference on Artificial Intelligence, 2014 | 81 | 2014 |
| 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 | 50 | 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 | 44 | 2020 |
| Higher-order clustering and pooling for graph neural networks A Duval, F Malliaros Proceedings of the 31st ACM international conference on information …, 2022 | 34 | 2022 |
| Faenet: Frame averaging equivariant gnn for materials modeling AA Duval, V Schmidt, A Hernández-Garcıa, S Miret, FD Malliaros, ... International Conference on Machine Learning, 9013-9033, 2023 | 32 | 2023 |
| 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 | 29 | 2018 |
| A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems A Duval, SV Mathis, CK Joshi, V Schmidt, S Miret, FD Malliaros, T Cohen, ... arXiv preprint arXiv:2312.07511, 2023 | 28 | 2023 |
| On the trade-off between over-smoothing and over-squashing in deep graph neural networks JH Giraldo, K Skianis, T Bouwmans, FD Malliaros Proceedings of the 32nd ACM international conference on information and …, 2023 | 28 | 2023 |
| Estimating robustness in large social graphs FD Malliaros, V Megalooikonomou, C Faloutsos Knowledge and Information Systems 45, 645-678, 2015 | 26 | 2015 |
| An adversarial attacker for neural networks in regression problems K Gupta, B Pesquet-Popescu, F Kaakai, JC Pesquet, FD Malliaros IJCAI Workshop on Artificial Intelligence Safety (AI Safety), 2021 | 25 | 2021 |
| BiasedWalk: Biased sampling for representation learning on graphs D Nguyen, FD Malliaros 2018 IEEE International Conference on Big Data (Big Data), 4045-4053, 2018 | 25 | 2018 |
Michalis VazirgiannisDistinguished Professor, Ecole Polytechnique, Institute Polytechnique de ParisVerified email at lix.polytechnique.fr
