Danai Koutra - Publications, H-index & Citations

Danai Koutra

University of Michigan

35H指数

223论文数

6.5K被引数

收录论文 9

发表时间

Simplifying Distributed Neural Network Training on Massive Graphs: Randomized Partitions Improve Model Aggregation 简化大规模图上的分布式神经网络训练: 随机分区改进模型聚合

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

Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms 统一稠密子图检测: 基于谱理论的快速算法

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-03-01

PREAI

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

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

Validating dynamicity in resting state fMRI with activation-informed temporal segmentation 通过激活信息时间分割验证静息态fMRI的动态性

HUMAN BRAIN MAPPING

IF3.3

2021-09-12

OAAI

Duda, Marlena; Koutra, Danai; Sripada, Chandra

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

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.

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

Graph Summarization Methods and Applications: A Survey

ACM COMPUTING SURVEYS

IF28

2018-06-22

172

OAAI

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

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

研究方向