Danai Koutra

6.5k total citations · 1 hit paper
93 papers, 3.0k citations indexed

About

Danai Koutra is a scholar working on Artificial Intelligence, Statistical and Nonlinear Physics and Computer Vision and Pattern Recognition. According to data from OpenAlex, Danai Koutra has authored 93 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 60 papers in Artificial Intelligence, 43 papers in Statistical and Nonlinear Physics and 27 papers in Computer Vision and Pattern Recognition. Recurrent topics in Danai Koutra's work include Complex Network Analysis Techniques (43 papers), Advanced Graph Neural Networks (39 papers) and Graph Theory and Algorithms (19 papers). Danai Koutra is often cited by papers focused on Complex Network Analysis Techniques (43 papers), Advanced Graph Neural Networks (39 papers) and Graph Theory and Algorithms (19 papers). Danai Koutra collaborates with scholars based in United States, Germany and Italy. Danai Koutra's co-authors include Hanghang Tong, Leman Akoglu, Christos Faloutsos, Tara Safavi, Brian Gallagher, Joshua T Vogelstein, Stephen Ranshous, Nagiza F. Samatova, Shitian Shen and Steve Harenberg and has published in prestigious journals such as ACM Computing Surveys, Human Brain Mapping and PLoS Computational Biology.

In The Last Decade

Danai Koutra

91 papers receiving 2.9k citations

Hit Papers

Graph based anomaly detection and description: a survey 2014 2026 2018 2022 2014 250 500 750

Peers

Danai Koutra
Comparison fields: 5 of 141
  • Artificial Intelligence 2.0k
  • Statistical and Nonlinear Physics 1.2k
  • Computer Networks and Communications 793
  • Computer Vision and Pattern Recognition 592
  • Information Systems 516
Replace Chuxu Zhang with:
Chuxu Zhang United States
Leman Akoglu United States
Jiliang Tang United States
Zhong Su China
Spiros Papadimitriou United States
Prithviraj Sen United States
Clara Pizzuti Italy
Kamal Berahmand Australia
Ruoming Jin United States
Chuxu Zhang United States View profile →
Citations per field, relative to Danai Koutra
Danai Koutra · 1×
Citations per year, relative to Danai Koutra
Danai Koutra · 1×

Countries citing papers authored by Danai Koutra

Since Specialization
Citations

This map shows the geographic impact of Danai Koutra's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Danai Koutra with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Danai Koutra more than expected).

Fields of papers citing papers by Danai Koutra

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Danai Koutra. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Danai Koutra. The network helps show where Danai Koutra may publish in the future.

Co-authorship network of co-authors of Danai Koutra

This figure shows the co-authorship network connecting the top 25 collaborators of Danai Koutra. A scholar is included among the top collaborators of Danai Koutra based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Danai Koutra. Danai Koutra is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 1
2 2
3 4
4 92
5 1
6 17
7 3
8 47
9
Generalizing Graph Neural Networks Beyond Homophily.
3
10
Neural Execution Engines: Learning to Execute Subroutines
1
11 3
12 2
13
On Summarizing Large-Scale Dynamic Graphs.
8
14 5
15
A Graph Summarization: A Survey.
4
16 85
17 225
18 19
19 15
20 77

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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