Hyperbolic Traffic Load Centrality for large-scale complex communications networks. - Eleni Stai; Konstantinos Sotiropoulos; Vasileios Karyotis; Symeon Papavassiliou (ICT, 2016)

Hyperbolic Embedding for Efficient Computation of Path Centralities and Adaptive Routing in Large-Scale Complex Commodity Networks. - Eleni Stai; Konstantinos Sotiropoulos; Vasileios Karyotis; Symeon Papavassiliou (IEEE Trans. Netw. Sci. Eng., 2017)

Enhancing Community Detection for Big Sensor Data Clustering via Hyperbolic Network Embedding. - Vasileios Karyotis; Konstantinos Tsitseklis; Konstantinos Sotiropoulos; Symeon Papavassiliou (PerCom Workshops, 2018)

Big Data Clustering via Community Detection and Hyperbolic Network Embedding in IoT Applications. - Vasileios Karyotis; Konstantinos Tsitseklis; Konstantinos Sotiropoulos; Symeon Papavassiliou (Sensors, 2018)

TwitterMancer: Predicting User Interactions on Twitter. - Konstantinos Sotiropoulos; John W. Byers; Polyvios Pratikakis; Charalampos E. Tsourakakis (Allerton, 2019)

TwitterMancer: Predicting Interactions on Twitter Accurately. - Konstantinos Sotiropoulos; John W. Byers; Polyvios Pratikakis; Charalampos E. Tsourakakis (CoRR, 2019)

Node Embeddings and Exact Low-Rank Representations of Complex Networks. - Sudhanshu Chanpuriya; Cameron Musco; Konstantinos Sotiropoulos; Charalampos E. Tsourakakis (NeurIPS, 2020)

DeepWalking Backwards: From Embeddings Back to Graphs. - Sudhanshu Chanpuriya; Cameron Musco; Konstantinos Sotiropoulos; Charalampos E. Tsourakakis (ICML, 2021)

Triangle-aware Spectral Sparsifiers and Community Detection. - Konstantinos Sotiropoulos; Charalampos E. Tsourakakis (KDD, 2021)

On the Power of Edge Independent Graph Models. - Sudhanshu Chanpuriya; Cameron Musco; Konstantinos Sotiropoulos; Charalampos E. Tsourakakis (NeurIPS, 2021)

ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network Approach. - Konstantinos Sotiropoulos; Lingxiao Zhao; Pierre Jinghong Liang; Leman Akoglu (IEEE Big Data, 2023)

Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. - Atsushi Miyauchi 001; Tianyi Chen; Konstantinos Sotiropoulos; Charalampos E. Tsourakakis (KDD, 2023)

On the Role of Edge Dependency in Graph Generative Models. - Sudhanshu Chanpuriya; Cameron Musco; Konstantinos Sotiropoulos; Charalampos E. Tsourakakis (ICML, 2024)

ULTRA-MC: A Unified Approach to Learning Mixtures of Markov Chains via Hitting Times. - Fabian Spaeh; Konstantinos Sotiropoulos; Charalampos E. Tsourakakis (CoRR, 2024)