Qinbin Li

11.8k citations

59 papers · 7.3k indexed · 3 hit papers · h-index 35

Impact in

Atmospheric Science top 0.2%
- Atmospheric chemistry and aerosols
- Atmospheric Ozone and Climate
Global and Planetary Change top 0.2%
- Atmospheric and Environmental Gas Dynamics
- Atmospheric aerosols and clouds

Papers in

Atmospheric Science 34
- Atmospheric chemistry and aerosols 32
- Atmospheric Ozone and Climate 25
Global and Planetary Change 32
- Atmospheric and Environmental Gas Dynamics 20
- Atmospheric aerosols and clouds 12

Co-authors: Bingsheng He Daniel J. Jacob Robert M. Yantosca I. Bey Arlene M. Fiore Jennifer A. Logan Brendan D. Field Dawn Song
Journals: Journal of Geophysical Research Atmospheres (16 papers)Geophysical Research Letters (9 papers)Global Biogeochemical Cycles (3 papers)Remote Sensing of Environment (2 papers)Proceedings of the VLDB Endowment (2 papers)
Partner nations: United States Singapore China

In The Last Decade

Qinbin Li

57 papers receiving 7.1k citations

Hit Papers

align trajectories log scale

Federated Learning on Non-IID Data Silos: An Experimental Study 2022 · 557 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2022 2022 IEEE 38th International Conference on Data Engineering (ICDE)
2021 Model-Contrastive Federated Learning
2001 Journal of Geophysical Research Atmospheres

Peers

Countries citing papers authored by Qinbin Li

Since Specialization

Citations

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

Fields of papers citing papers by Qinbin Li

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

The 25 scholars most cited alongside Qinbin Li, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Qinbin Li Line = papers co-authored together Qinbin Li links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Exploiting Label Skews in Federated Learning with Model Concatenation Proceedings of the AAAI Conference on Artificial Intelligence ·Yiqun Diao, Qinbin Li, Bingsheng He	2024	7
2	ModelGo: A Practical Tool for Machine Learning License Analysis Moming Duan, Qinbin Li, Bingsheng He	2024	1
3	OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams Proceedings of the VLDB Endowment ·Yiqun Diao, W. H. Nelson, Qinbin Li, Bingsheng He, Mian Lu	2024	1
4	LLM-PBE: Assessing Data Privacy in Large Language Models Proceedings of the VLDB Endowment ·Qinbin Li, HE Zhanwen, Chulin Xie, Jeffrey Too Chuan Tan, Yishu, N. Gembicki, 桂玉韓, Zhun Wang, Dan Hendrycks, Zhangyang Wang, Bo Li, Bingsheng He, Dawn Song	2024	4
5	A Conical-Scanning Microwave Limb Sounder for Atmospheric Measurements SHILAP Revista de lepidopterología ·Joe W. Waters, N. J. Livesey, M. L. Santee, P. C. Stek, R. E. Cofield, Peter H. Siegel, Jonathan H. Jiang, Qinbin Li, G. L. Manney, W. G. Read, Duane E. Waliser, Dong L. Wu	2024	1
6	SoK: Privacy-Preserving Data Synthesis Yuzheng Hu, Carmine Di Michele, Qinbin Li, Yunhui Long, 蓊渡部, Fanqi Wang, Bolin Ding, David Forsyth, Bo Li, Dawn Song	2024	9
7	Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks Chulin Xie, Yunhui Long, Pin‐Yu Chen, Qinbin Li, Oluwasanmi Koyejo, Bo Li	2023	6
8	Communication-Efficient Generalized Neuron Matching for Federated Learning Ainin Via Alim, Qinbin Li, Bingsheng He	2023	1
9	Model-Contrastive Federated Learning Qinbin Li, Bingsheng He, Dawn Song Hit paper breakdown →	2021	747
10	Practical Federated Gradient Boosting Decision Trees Proceedings of the AAAI Conference on Artificial Intelligence ·Qinbin Li, Zeyi Wen, Bingsheng He	2020	119
11	Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection arXiv (Cornell University) ·Qinbin Li, Zeyi Wen, Bingsheng He	2019	45
12	ThunderSVM: A Fast SVM Library on GPUs and CPUs Journal of Machine Learning Research ·Zeyi Wen, Jiashuai Shi, Qinbin Li, Bingsheng He, Lucy Blank	2018	118
13	Background error statistics for aerosol variables from WRF/Chem predictions in Southern California Asia-Pacific Journal of Atmospheric Sciences ·Zengliang Zang, Dieter Klamann, Xiaobin Pan, Zhijin Li, Dan Chen, Li Zhang, Qinbin Li	2015	3
14	Validation of Aura Microwave Limb Sounder OH measurements with Fourier Transform Ultra‐Violet Spectrometer total OH column measurements at Table Mountain, California Journal of Geophysical Research Atmospheres ·Shuhui Wang, Herbert M. Pickett, Thomas J. Pongetti, G. R. Lionnet, Yuk L. Yung, Changsub Shim, Qinbin Li, T. Canty, R. J. Salawitch, K. W. Jucks, Brian J. Drouin, Stanley P. Sander	2008	10
15	Simulation of upper tropospheric CO₂ from chemistry and transport models Global Biogeochemical Cycles ·Xun Jiang, Qinbin Li, Mao‐Chang Liang, Run‐Lie Shia, Moustafa T. Chahine, E. T. Olsen, Luke L. Chen, Yuk L. Yung	2008	16
16	Convective outflow of South Asian pollution: A global CTM simulation compared with EOS MLS observations Geophysical Research Letters ·Qinbin Li, Jonathan H. Jiang, Dong L. Wu, W. G. Read, N. J. Livesey, Joe W. Waters, Yongsheng Zhang, Bin Wang, M. J. Filipiak, C. P. Davis, Solène Turquéty, Shi-Liang Wu, Rokjin J. Park, Robert M. Yantosca, Daniel J. Jacob	2005	199
17	An improved retrieval of tropospheric nitrogen dioxide from GOME Journal of Geophysical Research Atmospheres ·Randall V. Martin, K. Chance, Daniel J. Jacob, Thomas P. Kurosu, Robert Spurr, E. J. Bucsela, J. F. Gleason, Paul I. Palmer, I. Bey, Arlene M. Fiore, Qinbin Li, Robert M. Yantosca, R. B. A. Koelemeijer	2002	314
18	Transatlantic transport of pollution and its effects on surface ozone in Europe and North America Journal of Geophysical Research Atmospheres ·Qinbin Li, Daniel J. Jacob, I. Bey, Paul I. Palmer, B. N. Duncan, Brendan D. Field, Randall V. Martin, Arlene M. Fiore, Robert M. Yantosca, D. D. Parrish, Peter G. Simmonds, S. J. Oltmans	2002	232
19	Air mass factor formulation for spectroscopic measurements from satellites: Application to formaldehyde retrievals from the Global Ozone Monitoring Experiment Journal of Geophysical Research Atmospheres ·Paul I. Palmer, Daniel J. Jacob, K. Chance, Randall V. Martin, Robert Spurr, Thomas P. Kurosu, I. Bey, Robert M. Yantosca, Arlene M. Fiore, Qinbin Li	2001	293
20	A tropospheric ozone maximum over the Middle East Geophysical Research Letters ·Qinbin Li, Daniel J. Jacob, Jennifer A. Logan, I. Bey, Robert M. Yantosca, Hongyu Liu, Randall V. Martin, Arlene M. Fiore, Brendan D. Field, B. N. Duncan, V. Thouret	2001	106

About Qinbin Li

Qinbin Li is a scholar working on Atmospheric Science, Global and Planetary Change, Health Informatics, Artificial Intelligence and Computer Science Applications, having authored 59 papers that have together received 7.3k indexed citations. Recurring topics across this work include Atmospheric chemistry and aerosols (32 papers), Atmospheric Ozone and Climate (25 papers), Atmospheric and Environmental Gas Dynamics (20 papers), Privacy-Preserving Technologies in Data (15 papers), Atmospheric aerosols and clouds (12 papers), Cryptography and Data Security (5 papers), Stochastic Gradient Optimization Techniques (5 papers) and Air Quality and Health Impacts (4 papers). The work is most often cited by research in Atmospheric Science (5.0k citations), Global and Planetary Change (3.9k citations), Health, Toxicology and Mutagenesis (1.5k citations), Artificial Intelligence (1.5k citations) and Environmental Engineering (580 citations). Qinbin Li has collaborated with scholars based in United States, Singapore and China. Frequent co-authors include Bingsheng He, Daniel J. Jacob, Robert M. Yantosca, I. Bey, Arlene M. Fiore, Jennifer A. Logan, Brendan D. Field, Dawn Song, Martin G. Schultz and Loretta J. Mickley. Their work appears in journals such as Journal of Geophysical Research Atmospheres, Geophysical Research Letters, Global Biogeochemical Cycles, Remote Sensing of Environment and Proceedings of the VLDB Endowment.

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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