2026 Malik Magdon-Ismail: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	42	8402	8165	3598	3462	240	7278

Malik Magdon-Ismail publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Malik Magdon-Ismail sits on this spectrum.

32 publications 991+

This scientist: 240 publications — 59th percentile

59% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Malik Magdon-Ismail D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Malik Magdon-Ismail sits on this spectrum.

30 D-Index 131+

This scientist: 42 D-Index — 43rd percentile

43% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Overview

Malik Magdon-Ismail is affiliated with Rensselaer Polytechnic Institute in the United States. Their research primarily falls within the field of Computer Science, with significant contributions spanning Artificial Intelligence, Statistical and Nonlinear Physics, Management Science and Operations Research, Molecular Biology, and Statistics and Probability.

The scientist's work covers a range of topics, notably:

Complex Network Analysis Techniques
COVID-19 Epidemiological Studies
Advanced Graph Neural Networks
Gene Regulatory Network Analysis
Cryptography and Data Security
Anomaly Detection Techniques and Applications
Mental Health Research Topics

Recent publications by Malik Magdon-Ismail include:

Machine Learning the Phenomenology of COVID-19 From Early Infection Dynamics, 2020, bioRxiv (Cold Spring Harbor Laboratory)
True Nonlinear Dynamics from Incomplete Networks, 2020, Proceedings of the AAAI Conference on Artificial Intelligence
Learning GraphQL Query Cost, 2021, 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)
Prominence Ranking in Graphs with Community Structure, 2021, Proceedings of the International AAAI Conference on Web and Social Media
Machine Learning the Phenomenology of COVID-19 From Early Infection Dynamics, 2020, arXiv (Cornell University)

Their frequent coauthors include:

Georgios Mavroudeas
Jianxi Gao
Kristin P. Bennett
Jason Kuruzovich
Chunheng Jiang

Malik Magdon-Ismail's publications have been featured most often in the following venues:

arXiv (Cornell University)
bioRxiv (Cold Spring Harbor Laboratory)
Proceedings of the AAAI Conference on Artificial Intelligence
36th IEEE/ACM International Conference on Automated Software Engineering (ASE)
Proceedings of the International AAAI Conference on Web and Social Media

Best Publications

Learning from Data

Yaser S. Abu-Mostafa;Malik Magdon-Ismail;Hsuan-Tien Lin

1016
Citations
Fast approximation of matrix coherence and statistical leverage

Petros Drineas;Malik Magdon-Ismail;Michael W. Mahoney;David P. Woodruff

483
Citations
Efficient identification of overlapping communities

Jeffrey Baumes;Mark Goldberg;Malik Magdon-Ismail

321
Citations
Measuring behavioral trust in social networks

Sibel Adali;Robert Escriva;Mark K. Goldberg;Mykola Hayvanovych

303
Citations
FINDING COMMUNITIES BY CLUSTERING A GRAPH INTO OVERLAPPING SUBGRAPHS

Jeffrey Baumes;Mark K. Goldberg;Mukkai S. Krishnamoorthy;Malik Magdon-Ismail

283
Citations
On selecting a maximum volume sub-matrix of a matrix and related problems

Ali Çivril;Malik Magdon-Ismail

270
Citations
Near-Optimal Column-Based Matrix Reconstruction

Christos Boutsidis;Petros Drineas;Malik Magdon-Ismail

188
Citations
Learning from Data: A Short Course

Yaser S. Abu-Mostafa;Malik Magdon-Ismail;Hsuan-Tien Lin

182
Citations
Method And System For Collecting And Correlating Data From Information Sources To Deliver More Relevant And Effective Advertising

Malik Magdon-Ismail;Parag Patel

131
Citations
Communities and Balance in Signed Networks: A Spectral Approach

P. Anchuri;M. Magdon-Ismail

122
Citations
Fast approximation of matrix coherence and statistical leverage

Petros Drineas;Malik Magdon-ismail;David Woodruff;Michael W. Mahoney

118
Citations
Discovering Hidden Groups in Communication Networks

Jeffrey Baumes;Mark K. Goldberg;Malik Magdon-Ismail;William A. Wallace

116
Citations
Distance Matrix Reconstruction from Incomplete Distance Information for Sensor Network Localization

P. Drineas;A. Javed;M. Magdon-Ismail;G. Pandurangan

109
Citations
Contention-free MAC protocols for wireless sensor networks

Costas Busch;Malik Magdon-Ismail;Fikret Sivrikaya;Bülent Yener

102
Citations
No free lunch for early stopping

Zehra Cataltepe;Yaser S. Abu-Mostafa;Malik Magdon-Ismail

100
Citations
The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding

Dian Yu;Hongzhao Huang;Taylor Cassidy;Taylor Cassidy;Heng Ji

94
Citations
Information cascades in social media in response to a crisis: a preliminary model and a case study

Cindy Hui;Yulia Tyshchuk;William A. Wallace;Malik Magdon-Ismail

89
Citations
Finding Overlapping Communities in Social Networks

Mark Goldberg;Stephen Kelley;Malik Magdon-Ismail;Konstantin Mertsalov

88
Citations
Near-Optimal Column-Based Matrix Reconstruction

Christos Boutsidis;Petros Drineas;Malik Magdon-Ismail

82
Citations
Measuring Similarity between Sets of Overlapping Clusters

Mark K. Goldberg;Mykola Hayvanovych;Malik Magdon-Ismail

79
Citations
The maximum drawdown of the Brownian motion

M. Magdon-Ismail;A. Atiya;A. Pratap;Y. Abu-Mostafa

16
Citations

Frequent Co-Authors

Petros Drineas Purdue University West Lafayette

William A. Wallace Rensselaer Polytechnic Institute

Boleslaw K. Szymanski Rensselaer Polytechnic Institute

Amir F. Atiya Cairo University

David P. Woodruff Carnegie Mellon University

Michael W. Mahoney University of California, Berkeley

Bülent Yener Rensselaer Polytechnic Institute

Kenneth L. Clarkson IBM (United States)

Lirong Xia Rutgers, The State University of New Jersey

Mohammed J. Zaki Rensselaer Polytechnic Institute

External Links

Personal website of Malik Magdon-Ismail

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