World's Best Scientists 2026 revealed!

D-Index & Metrics

Environmental Sciences

D-Index
50
Citations
12057
World Ranking
4890
National Ranking
1801

Qinbin Li publication distribution in Environmental Sciences in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Environmental Sciences in 2026. The highlighted bar marks where Qinbin Li sits on this spectrum.

41–50 publications: 21 scientists 51–60 publications: 62 scientists 61–70 publications: 133 scientists 71–80 publications: 257 scientists 81–90 publications: 361 scientists 91–100 publications: 440 scientists 101–110 publications: 492 scientists 111–120 publications: 541 scientists 121–130 publications: 617 scientists 131–140 publications: 544 scientists 141–150 publications: 541 scientists 151–160 publications: 539 scientists 161–170 publications: 444 scientists 171–180 publications: 444 scientists 181–190 publications: 400 scientists 191–200 publications: 377 scientists 201–210 publications: 318 scientists 211–220 publications: 283 scientists 221–230 publications: 263 scientists 231–240 publications: 220 scientists 241–250 publications: 217 scientists 251–260 publications: 180 scientists 261–270 publications: 181 scientists 271–280 publications: 155 scientists 281–290 publications: 130 scientists 291–300 publications: 127 scientists 301–310 publications: 130 scientists 311–320 publications: 85 scientists 321–330 publications: 106 scientists 331–340 publications: 80 scientists 341–350 publications: 83 scientists 351–360 publications: 75 scientists 361–370 publications: 69 scientists 371–380 publications: 52 scientists 381–390 publications: 54 scientists 391–400 publications: 56 scientists 401–410 publications: 44 scientists 411–420 publications: 40 scientists 421–430 publications: 36 scientists 431–440 publications: 25 scientists 441–450 publications: 25 scientists 451–460 publications: 32 scientists 461–470 publications: 29 scientists 471–480 publications: 21 scientists 481–490 publications: 26 scientists 491–500 publications: 25 scientists 501–510 publications: 17 scientists 511–520 publications: 18 scientists 521–530 publications: 15 scientists 531–540 publications: 22 scientists 541–550 publications: 12 scientists 551–560 publications: 15 scientists 561–570 publications: 11 scientists 571–580 publications: 19 scientists 581–590 publications: 9 scientists 591–600 publications: 9 scientists 601–610 publications: 7 scientists 611–620 publications: 11 scientists 621–630 publications: 5 scientists 631–640 publications: 5 scientists 641–650 publications: 6 scientists 651–660 publications: 3 scientists 661–670 publications: 3 scientists 671–680 publications: 4 scientists 681–686 publications: 3 scientists 687+ publications: 100 scientists
41 publications 687+

This scientist: 109 publications — 18th percentile

18% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 687 publications or more.

Qinbin Li D-index placement in Environmental Sciences in 2026

The chart shows the D-index (discipline H-index) distribution of Environmental Sciences scientists ranked by Research.com in 2026. The highlighted bar marks where Qinbin Li sits on this spectrum.

30 D-Index: 12 scientists 31 D-Index: 26 scientists 32 D-Index: 51 scientists 33 D-Index: 88 scientists 34 D-Index: 123 scientists 35 D-Index: 163 scientists 36 D-Index: 206 scientists 37 D-Index: 267 scientists 38 D-Index: 265 scientists 39 D-Index: 275 scientists 40 D-Index: 321 scientists 41 D-Index: 343 scientists 42 D-Index: 305 scientists 43 D-Index: 336 scientists 44 D-Index: 330 scientists 45 D-Index: 348 scientists 46 D-Index: 291 scientists 47 D-Index: 275 scientists 48 D-Index: 272 scientists 49 D-Index: 273 scientists 50 D-Index: 263 scientists 51 D-Index: 232 scientists 52 D-Index: 266 scientists 53 D-Index: 217 scientists 54 D-Index: 199 scientists 55 D-Index: 177 scientists 56 D-Index: 202 scientists 57 D-Index: 204 scientists 58 D-Index: 166 scientists 59 D-Index: 177 scientists 60 D-Index: 166 scientists 61 D-Index: 152 scientists 62 D-Index: 143 scientists 63 D-Index: 150 scientists 64 D-Index: 124 scientists 65 D-Index: 119 scientists 66 D-Index: 120 scientists 67 D-Index: 118 scientists 68 D-Index: 82 scientists 69 D-Index: 98 scientists 70 D-Index: 94 scientists 71 D-Index: 105 scientists 72 D-Index: 74 scientists 73 D-Index: 84 scientists 74 D-Index: 70 scientists 75 D-Index: 67 scientists 76 D-Index: 78 scientists 77 D-Index: 60 scientists 78 D-Index: 59 scientists 79 D-Index: 52 scientists 80 D-Index: 47 scientists 81 D-Index: 38 scientists 82 D-Index: 48 scientists 83 D-Index: 42 scientists 84 D-Index: 42 scientists 85 D-Index: 43 scientists 86 D-Index: 29 scientists 87 D-Index: 37 scientists 88 D-Index: 29 scientists 89 D-Index: 30 scientists 90 D-Index: 34 scientists 91 D-Index: 20 scientists 92 D-Index: 22 scientists 93 D-Index: 17 scientists 94 D-Index: 19 scientists 95 D-Index: 24 scientists 96 D-Index: 21 scientists 97 D-Index: 20 scientists 98 D-Index: 24 scientists 99 D-Index: 17 scientists 100 D-Index: 17 scientists 101 D-Index: 21 scientists 102 D-Index: 25 scientists 103 D-Index: 18 scientists 104 D-Index: 26 scientists 105 D-Index: 19 scientists 106 D-Index: 15 scientists 107 D-Index: 10 scientists 108 D-Index: 13 scientists 109 D-Index: 15 scientists 110 D-Index: 12 scientists 111 D-Index: 8 scientists 112 D-Index: 7 scientists 113 D-Index: 9 scientists 114 D-Index: 6 scientists 115 D-Index: 12 scientists 116 D-Index: 7 scientists 117 D-Index: 8 scientists 118 D-Index: 3 scientists 119 D-Index: 5 scientists 120 D-Index: 7 scientists 121 D-Index: 2 scientists 122 D-Index: 4 scientists 123 D-Index: 8 scientists 124 D-Index: 7 scientists 125+ D-Index: 99 scientists
30 D-Index 125+

This scientist: 50 D-Index — 50th percentile

50% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 125 D-Index or more.

Overview

Qinbin Li is affiliated with the University of California, Los Angeles in the United States and has contributed extensively to the field of computer science, particularly in areas related to artificial intelligence and privacy-preserving technologies. Their research primarily focuses on federated learning, privacy, security, and data protection within distributed machine learning frameworks.

The main fields of study covered by Qinbin Li include:

  • Computer Science

Within these, the predominant subfields of their research are:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Sociology and Political Science
  • Building and Construction
  • Computer Networks and Communications

The scientist has addressed several core topics, including:

  • Privacy-Preserving Technologies in Data
  • Stochastic Gradient Optimization Techniques
  • Cryptography and Data Security
  • Privacy, Security, and Data Protection
  • Machine Learning and Data Classification
  • Adversarial Robustness in Machine Learning
  • Generative Adversarial Networks and Image Synthesis

Qinbin Li's recent papers demonstrate their focus on federated learning and privacy in machine learning systems. Notable publications include:

  • "Federated Learning on Non-IID Data Silos: An Experimental Study," 2022, published in the 2022 IEEE 38th International Conference on Data Engineering (ICDE)
  • "A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection," 2021, IEEE Transactions on Knowledge and Data Engineering
  • "Practical Federated Gradient Boosting Decision Trees," 2020, Proceedings of the AAAI Conference on Artificial Intelligence
  • "Federated Learning on Non-IID Data Silos: An Experimental Study," 2021, arXiv (Cornell University)
  • "Privacy-Preserving Gradient Boosting Decision Trees," 2020, Proceedings of the AAAI Conference on Artificial Intelligence

Throughout their career, Qinbin Li has frequently collaborated with other researchers. Key coauthors with multiple joint publications are:

  • Bingsheng He
  • Dawn Song
  • Yiqun Diao
  • Zhaomin Wu
  • Chulin Xie

Regarding publication venues, Qinbin Li has published predominantly in:

  • arXiv (Cornell University)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Proceedings of the VLDB Endowment
  • 2022 IEEE 38th International Conference on Data Engineering (ICDE)
  • IEEE Transactions on Knowledge and Data Engineering

Best Publications

  • Global modeling of tropospheric chemistry with assimilated meteorology : Model description and evaluation

    Isabelle Bey;Daniel James Jacob;Robert M. Yantosca;Jennifer A. Logan

  • An improved retrieval of tropospheric nitrogen dioxide from GOME

    Randall V. Martin;Kelly Chance;Daniel J. Jacob;Thomas P. Kurosu

  • Air mass factor formulation for spectroscopic measurements from satellites: Application to formaldehyde retrievals from the Global Ozone Monitoring Experiment

    Paul I. Palmer;Daniel James Jacob;Kelly V. Chance;Randall V. Martin

  • Sulfate Formation in Sea-Salt Aerosols: Constraints from Oxygen Isotopes

    B. Alexander;Rokjin J. Park;Daniel J. Jacob;Q. B. Li

  • Atmospheric budget of acetone

    Daniel J. Jacob;Brendan D. Field;Emily M. Jin;Isabelle Bey

  • Transatlantic transport of pollution and its effects on surface ozone in Europe and North America

    Qinbin Li;Daniel J. Jacob;Isabelle Bey;Isabelle Bey;Paul I. Palmer

  • Global budget of methanol : Constraints from atmospheric observations

    Daniel J. Jacob;Brendan D. Field;Qinbin Li;Qinbin Li;Donald R. Blake

  • Mapping annual mean ground‐level PM2.5 concentrations using Multiangle Imaging Spectroradiometer aerosol optical thickness over the contiguous United States

    Yang Liu;Rokjin J. Park;Daniel J. Jacob;Qinbin Li

  • Wildfire smoke injection heights: Two perspectives from space

    Ralph A. Kahn;Ralph A. Kahn;Yang Chen;David L. Nelson;Fok-Yan Leung

  • Validation of Aura Microwave Limb Sounder O3 and CO observations in the upper troposphere and lower stratosphere

    N. J. Livesey;Mark Filipiak;L. Froidevaux;W. G. Read

  • Atmospheric hydrogen cyanide (HCN): Biomass burning source, ocean sink?

    Qinbin Li;Daniel James Jacob;Isabelle Bey;Robert M. Yantosca

  • Variability in surface ozone background over the United States: Implications for air quality policy

    Arlene M. Fiore;Arlene M. Fiore;Daniel J. Jacob;Hongyu Liu;Hongyu Liu;R. M. Yantosca

  • Convective outflow of South Asian pollution: A global CTM simulation compared with EOS MLS observations

    Qinbin Li;Jonathan H. Jiang;Dong L. Wu;William G. Read

  • Satellite remote sounding of mid-tropospheric CO2

    M. T. Chahine;Luke Chen;Paul Dimotakis;Xun Jiang

  • North American Pollution Outflow and the Trapping of Convectively Lifted Pollution by Upper-Level Anticyclone

    Qinbin Li;Qinbin Li;Daniel J. Jacob;Rokjin J. Park;Yuxuan Wang

  • Interpretation of TOMS observations of tropical tropospheric ozone with a global model and in-situ observations

    Randall V. Martin;Daniel J. Jacob;Jennifer A. Logan;Isabelle Bey;Isabelle Bey

  • Variation of the radiative properties during black carbon aging: theoretical and experimental intercomparison

    C. He;K.-N. Liou;Y. Takano;R. Zhang

  • Evaluating the contribution of changes in isoprene emissions to surface ozone trends over the eastern United States

    Arlene M. Fiore;Arlene M. Fiore;Larry W. Horowitz;Drew W. Purves;Hiram Levy

  • The adjoint of CMAQ.

    Amir Hakami;Daven K. Henze;John H. Seinfeld;Kumaresh Singh

  • In situ measurements of HCN and CH3CN over the Pacific Ocean: Sources, sinks, and budgets

    H. B. Singh;L. Salas;D. Herlth;R. Kolyer

  • In situ measurements of HCN and CH3CN over the Pacific Ocean: Sources, sinks, and budgets : NASA global tropospheric experiment transport and chemical evolution over the Pacific (TRACE-P): Measurements and analysis (TRACEP1)

    H. B. Singh;L. Salas;D. Herlth;R. Kolyer

Frequent Co-Authors

Daniel J. Jacob
Daniel J. Jacob Harvard University
Robert M. Yantosca
Robert M. Yantosca Harvard University
Kuo-Nan Liou
Kuo-Nan Liou University of California, Los Angeles
Isabelle Bey
Isabelle Bey Federal Office of Meteorology and Climatology
Jonathan H. Jiang
Jonathan H. Jiang California Institute of Technology
Randall V. Martin
Randall V. Martin Washington University in St. Louis
Ralph A. Kahn
Ralph A. Kahn Goddard Space Flight Center
Yuk L. Yung
Yuk L. Yung California Institute of Technology
Jennifer A. Logan
Jennifer A. Logan Harvard University

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