Sujay Sanghavi

214 total papers · 5.9k total citations
88 papers, 3.0k citations indexed

About

Sujay Sanghavi is a scholar working on Computer Networks and Communications, Artificial Intelligence and Computational Mechanics. According to data from OpenAlex, Sujay Sanghavi has authored 88 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Computer Networks and Communications, 34 papers in Artificial Intelligence and 28 papers in Computational Mechanics. Recurrent topics in Sujay Sanghavi's work include Sparse and Compressive Sensing Techniques (28 papers), Blind Source Separation Techniques (13 papers) and Machine Learning and Algorithms (12 papers). Sujay Sanghavi is often cited by papers focused on Sparse and Compressive Sensing Techniques (28 papers), Blind Source Separation Techniques (13 papers) and Machine Learning and Algorithms (12 papers). Sujay Sanghavi collaborates with scholars based in United States, Singapore and India. Sujay Sanghavi's co-authors include Praneeth Netrapalli, Constantine Caramanis, Huan Xu, Prateek Jain, Ali Jalali, Alan S. Willsky, Yudong Chen, Bruce Hajek, R. Srikant and Loc Bui and has published in prestigious journals such as IEEE Transactions on Automatic Control, IEEE Transactions on Information Theory and IEEE Transactions on Signal Processing.

In The Last Decade

Sujay Sanghavi

86 papers receiving 2.9k citations

Hit Papers

Low-rank matrix completio... 2012 2026 2016 2021 2013 2012 100 200 300 400
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. Low-rank matrix completion using alternating minimization
    2013 451 citations Prateek Jain, Praneeth Netrapalli et al. profile →
  2. Robust PCA via Outlier Pursuit
    2012 285 citations Huan Xu, Constantine Caramanis et al. IEEE Transactions on Information Theory profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Sujay Sanghavi 1.2k 835 822 728 554 88 3.0k
Seung-Jean Kim 1.2k 1.0× 1.1k 1.3× 739 0.9× 883 1.2× 1.1k 1.9× 35 4.8k
Sewoong Oh 940 0.8× 436 0.5× 1.3k 1.6× 531 0.7× 436 0.8× 112 3.4k
Gonzalo Mateos 1.0k 0.8× 1.2k 1.4× 1.1k 1.3× 391 0.5× 447 0.8× 96 3.0k
P.-A. Absil 1.3k 1.1× 244 0.3× 683 0.8× 980 1.3× 620 1.1× 38 4.0k
Ming Gu 929 0.8× 267 0.3× 1.1k 1.4× 690 0.9× 605 1.1× 87 4.3k
Maryam Fazel 3.0k 2.5× 534 0.6× 792 1.0× 1.3k 1.8× 708 1.3× 79 5.2k
Yuantao Gu 1.6k 1.3× 352 0.4× 669 0.8× 467 0.6× 511 0.9× 158 2.9k
Amos Ron 1.3k 1.1× 935 1.1× 733 0.9× 1.9k 2.5× 124 0.2× 67 4.2k
Dimitris Achlioptas 455 0.4× 1.3k 1.6× 1.2k 1.5× 668 0.9× 176 0.3× 66 3.7k
Sangwoon Yun 1.1k 0.9× 253 0.3× 477 0.6× 819 1.1× 322 0.6× 61 2.3k

Countries citing papers authored by Sujay Sanghavi

Since Specialization
Citations

This map shows the geographic impact of Sujay Sanghavi'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 Sujay Sanghavi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sujay Sanghavi more than expected).

Fields of papers citing papers by Sujay Sanghavi

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sujay Sanghavi. 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 Sujay Sanghavi. The network helps show where Sujay Sanghavi may publish in the future.

Co-authorship network of co-authors of Sujay Sanghavi

This figure shows the co-authorship network connecting the top 25 collaborators of Sujay Sanghavi. A scholar is included among the top collaborators of Sujay Sanghavi 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 Sujay Sanghavi. Sujay Sanghavi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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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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