Danai Koutra - Publications, H-index & Citations

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Danai Koutra

University of Michigan

35H-index

223Paper Count

6.5KCitation Count

Published Papers 9

Publication Date

Simplifying Distributed Neural Network Training on Massive Graphs: Randomized Partitions Improve Model Aggregation

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2024-12-28

OAAI

Zhu, Jiong; Reganti, Aishwarya; Huang, Edward W.; Dickens, Charles; Rao, Nikhil; Subbian, Karthik; Koutra, Danai

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Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-03-01

PREAI

Feng, Wenjie; Liu, Shenghua; Koutra, Danai; Cheng, Xueqi

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Toward Understanding and Evaluating Structural Node Embeddings

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2021-11-15

PREAI

Jin, Junchen; Heimann, Mark; Jin, Di; Koutra, Danai

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Validating dynamicity in resting state fMRI with activation-informed temporal segmentation

HUMAN BRAIN MAPPING

IF3.3

2021-09-12

OAAI

Duda, Marlena; Koutra, Danai; Sripada, Chandra

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On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2020-08-17

OAAI

Rossi, Ryan A.; Jin, Di; Kim, Sungchul; Ahmed, Nesreen K.; Koutra, Danai; Lee, John Boaz

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Identifying Influential Links for Event Propagation on Twitter: A Network of Networks Approach

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2019-03-01

OAAI

Chen, Pin-Yu; Tu, Chun-Chen; Ting, Paishun; Lo, Ya-Yun; Koutra, Danai; Hero, Alfred O.

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Collaborative topic regression for predicting topic-based social influence

MACHINE LEARNING

IF2.9

2019-01-24

OAAI

Hamzehei, Asso; Wong, Raymond K.; Koutra, Danai; Chen, Fang

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Graph Summarization Methods and Applications: A Survey

ACM COMPUTING SURVEYS

IF28

2018-06-22

172

OAAI

Liu, Yike; Safavi, Tara; Dighe, Abhilash; Koutra, Danai

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DELTACON: Principled Massive-Graph Similarity Function with Attribution

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2016-02-24

125

OAAI

Koutra, Danai; Shah, Neil; Vogelstein, Joshua T.; Gallagher, Brian; Faloutsos, Christos

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Research Directions