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Konstantinos Sotiropoulos
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Journal Articles
- 2018
- [j2]Vasileios Karyotis, Konstantinos Tsitseklis, Konstantinos Sotiropoulos, Symeon Papavassiliou:
Big Data Clustering via Community Detection and Hyperbolic Network Embedding in IoT Applications. Sensors 18(4): 1205 (2018) - 2017
- [j1]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): 140-153 (2017)
Conference and Workshop Papers
- 2024
- [c10]Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
On the Role of Edge Dependency in Graph Generative Models. ICML 2024 - 2023
- [c9]Konstantinos Sotiropoulos, Lingxiao Zhao, Pierre Jinghong Liang, Leman Akoglu:
ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network Approach. IEEE Big Data 2023: 865-874 - [c8]Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. KDD 2023: 1710-1721 - 2021
- [c7]Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
DeepWalking Backwards: From Embeddings Back to Graphs. ICML 2021: 1473-1483 - [c6]Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
Triangle-aware Spectral Sparsifiers and Community Detection. KDD 2021: 1501-1509 - [c5]Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
On the Power of Edge Independent Graph Models. NeurIPS 2021: 24418-24429 - 2020
- [c4]Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
Node Embeddings and Exact Low-Rank Representations of Complex Networks. NeurIPS 2020 - 2019
- [c3]Konstantinos Sotiropoulos, John W. Byers, Polyvios Pratikakis, Charalampos E. Tsourakakis:
TwitterMancer: Predicting User Interactions on Twitter. Allerton 2019: 973-980 - 2018
- [c2]Vasileios Karyotis, Konstantinos Tsitseklis, Konstantinos Sotiropoulos, Symeon Papavassiliou:
Enhancing Community Detection for Big Sensor Data Clustering via Hyperbolic Network Embedding. PerCom Workshops 2018: 266-271 - 2016
- [c1]Eleni Stai, Konstantinos Sotiropoulos, Vasileios Karyotis, Symeon Papavassiliou:
Hyperbolic Traffic Load Centrality for large-scale complex communications networks. ICT 2016: 1-5
Informal and Other Publications
- 2024
- [i8]Fabian Spaeh, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
ULTRA-MC: A Unified Approach to Learning Mixtures of Markov Chains via Hitting Times. CoRR abs/2405.15094 (2024) - 2023
- [i7]Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. CoRR abs/2306.02338 (2023) - [i6]Konstantinos Sotiropoulos, Lingxiao Zhao, Pierre Jinghong Liang, Leman Akoglu:
ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network Approach. CoRR abs/2311.07355 (2023) - [i5]Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
On the Role of Edge Dependency in Graph Generative Models. CoRR abs/2312.03691 (2023) - 2021
- [i4]Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
DeepWalking Backwards: From Embeddings Back to Graphs. CoRR abs/2102.08532 (2021) - [i3]Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
On the Power of Edge Independent Graph Models. CoRR abs/2111.00048 (2021) - 2020
- [i2]Sudhanshu Chanpuriya, Cameron Musco, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
Node Embeddings and Exact Low-Rank Representations of Complex Networks. CoRR abs/2006.05592 (2020) - 2019
- [i1]Konstantinos Sotiropoulos, John W. Byers, Polyvios Pratikakis, Charalampos E. Tsourakakis:
TwitterMancer: Predicting Interactions on Twitter Accurately. CoRR abs/1904.11119 (2019)
Coauthor Index
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