| Node embeddings and exact low-rank representations of complex networks S Chanpuriya, C Musco, K Sotiropoulos, C Tsourakakis Advances in neural information processing systems 33, 13185-13198, 2020 | 45 | 2020 |
| On the power of edge independent graph models S Chanpuriya, C Musco, K Sotiropoulos, C Tsourakakis Advances in Neural Information Processing Systems 34, 24418-24429, 2021 | 19 | 2021 |
| Big data clustering via community detection and hyperbolic network embedding in IoT applications V Karyotis, K Tsitseklis, K Sotiropoulos, S Papavassiliou Sensors 18 (4), 1205, 2018 | 16 | 2018 |
| DeepWalking Backwards: From Node Embeddings Back to Graphs S Chanpuriya, C Musco, K Sotiropoulos, CE Tsourakakis | 15* | 2021 |
| Twittermancer: Predicting interactions on twitter accurately K Sotiropoulos, JW Byers, P Pratikakis, CE Tsourakakis arXiv preprint arXiv:1904.11119, 2019 | 14* | 2019 |
| Triangle-aware spectral sparsifiers and community detection K Sotiropoulos, CE Tsourakakis Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 13 | 2021 |
| Hyperbolic embedding for efficient computation of path centralities and adaptive routing in large-scale complex commodity networks E Stai, K Sotiropoulos, V Karyotis, S Papavassiliou IEEE Transactions on Network Science and Engineering 4 (3), 140-153, 2017 | 11 | 2017 |
| Densest diverse subgraphs: How to plan a successful cocktail party with diversity A Miyauchi, T Chen, K Sotiropoulos, CE Tsourakakis Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 6 | 2023 |
| Hyperbolic traffic load centrality for large-scale complex communications networks E Stai, K Sotiropoulos, V Karyotis, S Papavassiliou 2016 23rd International Conference on Telecommunications (ICT), 1-5, 2016 | 5 | 2016 |
| ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network Approach K Sotiropoulos, L Zhao, PJ Liang, L Akoglu 2023 IEEE International Conference on Big Data (BigData), 865-874, 2023 | 2 | 2023 |
| ULTRA-MC: A Unified Approach to Learning Mixtures of Markov Chains via Hitting Times F Spaeh, K Sotiropoulos, CE Tsourakakis arXiv preprint arXiv:2405.15094, 2024 | | 2024 |
| On the Role of Edge Dependency in Graph Generative Models S Chanpuriya, CN Musco, K Sotiropoulos, C Tsourakakis Forty-first International Conference on Machine Learning, 2023 | | 2023 |
| Αλγόριθμοι Ανάλυσης Κεντρικότητας σε Κοινωνικά Δίκτυα Κ Σωτηρόπουλος | | 2016 |
