Jeffrey Regier

70 total papers · 5.3k total citations
14 papers, 1.6k citations indexed

About

Jeffrey Regier is a scholar working on Artificial Intelligence, Molecular Biology and Astronomy and Astrophysics. According to data from OpenAlex, Jeffrey Regier has authored 14 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 5 papers in Molecular Biology and 4 papers in Astronomy and Astrophysics. Recurrent topics in Jeffrey Regier's work include Single-cell and spatial transcriptomics (5 papers), Galaxies: Formation, Evolution, Phenomena (4 papers) and Cell Image Analysis Techniques (3 papers). Jeffrey Regier is often cited by papers focused on Single-cell and spatial transcriptomics (5 papers), Galaxies: Formation, Evolution, Phenomena (4 papers) and Cell Image Analysis Techniques (3 papers). Jeffrey Regier collaborates with scholars based in United States, France and Israel. Jeffrey Regier's co-authors include Nir Yosef, Romain Lopez, Michael I. Jordan, Michael B. Cole, Chenling Xu, Adam Gayoso, Kristopher L. Nazor, Aaron Streets, Zoë Steier and Nilesh Tripuraneni and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Nature Methods and The Astronomical Journal.

In The Last Decade

Jeffrey Regier

13 papers receiving 1.6k citations

Hit Papers

Deep generative modeling ... 2018 2026 2020 2023 2018 2021 2021 250 500 750 1000
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. Deep generative modeling for single-cell transcriptomics
    2018 1.1k citations Romain Lopez, Jeffrey Regier et al. Nature Methods profile →
  2. Joint probabilistic modeling of single-cell multi-omic data with totalVI
    2021 238 citations Adam Gayoso, Zoë Steier et al. Nature Methods profile →
  3. Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models
    2021 225 citations Chenling Xu, Romain Lopez et al. Molecular Systems Biology profile →

Author Peers

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

Author Last Decade Papers Cites
Jeffrey Regier 1.4k 400 294 263 112 14 1.6k
Ludvig Bergenstråhle 1.1k 0.8× 247 0.6× 259 0.9× 274 1.0× 127 1.1× 11 1.4k
Adam Gayoso 1.3k 1.0× 314 0.8× 274 0.9× 337 1.3× 48 0.4× 14 1.5k
Mohammad Lotfollahi 1.1k 0.8× 380 0.9× 201 0.7× 231 0.9× 50 0.4× 18 1.3k
Kristina Yim 1.1k 0.8× 200 0.5× 264 0.9× 263 1.0× 92 0.8× 13 1.5k
Malte D. Luecken 1.7k 1.2× 380 0.9× 388 1.3× 423 1.6× 65 0.6× 17 2.1k
Andrew Yiu 1.2k 0.9× 241 0.6× 338 1.1× 206 0.8× 106 0.9× 4 1.3k
Kevin R. Moon 1.4k 1.0× 306 0.8× 329 1.1× 288 1.1× 181 1.6× 39 2.1k
Xin Shao 1.1k 0.8× 199 0.5× 292 1.0× 217 0.8× 75 0.7× 42 1.4k
Ricard Argelaguet 2.0k 1.5× 277 0.7× 349 1.2× 209 0.8× 52 0.5× 17 2.3k
Keara Lane 949 0.7× 273 0.7× 395 1.3× 152 0.6× 62 0.6× 17 1.5k

Countries citing papers authored by Jeffrey Regier

Since Specialization
Citations

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

Fields of papers citing papers by Jeffrey Regier

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jeffrey Regier

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

All Works

Loading papers...

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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Daniel Stephen Breakdown of academic impact, for papers by Brunella Demichelis Breakdown of academic impact, for papers by Robert Kokenyesi Breakdown of academic impact, for papers by Leanne Betasamosake Simpson Breakdown of academic impact, for papers by Nadine Taubenheim Breakdown of academic impact, for papers by Sandrine Curtet Breakdown of academic impact, for papers by Jacques LePendu Breakdown of academic impact, for papers by Erhan İ. Altınoğlu
Rankless by CCL
2026