Konstantinos Sotiropoulos

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Centrality Measures

Community Detection

Complex Networks

Top Venues

Publications

Fabian Spaeh, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
ULTRA-MC: A Unified Approach to Learning Mixtures of Markov Chains via Hitting Times. CoRR (2024)
Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
On the Role of Edge Dependency in Graph Generative Models. CoRR (2023)
Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. CoRR (2023)
Konstantinos Sotiropoulos, Lingxiao Zhao, Pierre Jinghong Liang, Leman Akoglu
ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network Approach. CoRR (2023)
Konstantinos Sotiropoulos, Lingxiao Zhao, Pierre Jinghong Liang, Leman Akoglu
ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network Approach. BigData (2023)
Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. KDD (2023)
Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
DeepWalking Backwards: From Embeddings Back to Graphs. ICML (2021)
Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
Triangle-aware Spectral Sparsifiers and Community Detection. KDD (2021)
Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
On the Power of Edge Independent Graph Models. NeurIPS (2021)
Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
On the Power of Edge Independent Graph Models. CoRR (2021)
Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
DeepWalking Backwards: From Embeddings Back to Graphs. CoRR (2021)
Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
Node Embeddings and Exact Low-Rank Representations of Complex Networks. NeurIPS (2020)
Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
Node Embeddings and Exact Low-Rank Representations of Complex Networks. CoRR (2020)
Konstantinos Sotiropoulos, John W. Byers, Polyvios Pratikakis, Charalampos E. Tsourakakis
TwitterMancer: Predicting Interactions on Twitter Accurately. CoRR (2019)
Konstantinos Sotiropoulos, John W. Byers, Polyvios Pratikakis, Charalampos E. Tsourakakis
TwitterMancer: Predicting User Interactions on Twitter. Allerton (2019)
Vasileios Karyotis, Konstantinos Tsitseklis, Konstantinos Sotiropoulos, Symeon Papavassiliou
Big Data Clustering via Community Detection and Hyperbolic Network Embedding in IoT Applications. Sensors 18 (4) (2018)
Vasileios Karyotis, Konstantinos Tsitseklis, Konstantinos Sotiropoulos, Symeon Papavassiliou
Enhancing Community Detection for Big Sensor Data Clustering via Hyperbolic Network Embedding. PerCom Workshops (2018)
Eleni Stai, Konstantinos Sotiropoulos, Vasileios Karyotis, Symeon Papavassiliou
Hyperbolic Embedding for Efficient Computation of Path Centralities and Adaptive Routing in Large-Scale Complex Commodity Networks. IEEE Trans. Netw. Sci. Eng. 4 (3) (2017)
Eleni Stai, Konstantinos Sotiropoulos, Vasileios Karyotis, Symeon Papavassiliou
Hyperbolic Traffic Load Centrality for large-scale complex communications networks. ICT (2016)