Li Dong Data-verified

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Federal Grant PI

Researcher

Last publication 2025 Last refreshed 2026-04-04

faculty

12 h-index 97 pubs 557 cited

Biography and Research Information

OverviewAI-generated summary

Li Dong's research investigates atmospheric aerosols and their interactions within the planetary boundary layer, particularly focusing on their vertical distribution and transport paths in China. This work utilizes long-term observational data, such as from CALIOP, and employs simulation models like WRF-Chem to analyze air pollution characteristics, especially during events like the COVID-19 outbreak. Dong also explores the estimation of PM 2.5 concentrations using machine learning models and examines the relationship between aerosols and thermodynamic stability.

Beyond atmospheric science, Dong's research extends to human-centric topics. This includes studying university students' information service needs in the post-COVID-19 era and developing machine learning approaches for societal challenges. Dong is a recipient of two NSF grants totaling $634,828: one as Co-PI for "Counterfactually Fair Machine Learning through Causal Modeling" ($484,828) and another as PI for "EAGER: Towards Fair Regression under Sample Selection Bias" ($150,000). Dong maintains an active lab website and has published 97 works, with 556 citations and an h-index of 12.

Metrics

  • h-index: 12
  • Publications: 97
  • Citations: 557

Selected Publications

  • Design and synthesis of <scp> <i>N</i> </scp> ‐heterocycle‐fused azolyl selenoureas against <scp> <i>Rhizoctonia solani</i> </scp> and its mode‐of‐action (2025)
  • Artificial intelligence for enhancing decision-making in multidisciplinary tumor boards for HCC in China (2025)
  • &lt;div&gt; Explainable Image-Centric Forgery Detection: A&amp;nbsp;&lt;span&gt;Survey&lt;/span&gt;&lt;/div&gt; (2025)
  • Application and challenges of DeepSeek in primary care in China (2025)
    1 citation DOI OpenAlex
  • Study of the Diurnally Asymmetric Precipitation Trends over Land and Ocean in a Warming Climate (2025)
  • Distributional characteristics and causes of single-layer stratiform clouds over typical region in the southeastern Pacific Ocean (2025)
  • Health information services of academic medical libraries in China during the pandemic era (2025)
  • Distributional characteristics and causes of single-layer stratiform clouds in the Southeastern Pacific Ocean (2025)
  • Long-term Assessment of Black Carbon Variation and Mechanisms Driving Extreme Events in Major Global Source Regions (2025)
  • Black carbon in major global source areas from 2000 to 2023: Spatiotemporal variation, vertical distribution, and extreme case analysis (2025)
    3 citations DOI OpenAlex
  • Estimation of Near-Surface High Spatiotemporal Resolution Ozone Concentration in China Using Himawari-8 AOD (2025)
    1 citation DOI OpenAlex
  • Precipitation Characteristics and Mechanisms over Sri Lanka against the Background of the Western Indian Ocean: 1981–2020 (2024)
  • Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021 (2024)
    1 citation DOI OpenAlex
  • Weather Interaction-Aware Spatio-Temporal Attention Networks for Urban Traffic Flow Prediction (2024)
    11 citations DOI OpenAlex
  • An analysis of users’ continuous use intention of academic library social media using the WeChat public platform as an example (2023)
    7 citations DOI OpenAlex

View all publications on OpenAlex →

Federal Grants 2 $634,828 total

NSF Co-PI Oct 2021 - Sep 2026

III:Small: Counterfactually Fair Machine Learning through Causal Modeling

Info Integration & Informatics $484,828
NSF PI Sep 2021 - Aug 2023

EAGER: Towards Fair Regression under Sample Selection Bias

Info Integration & Informatics $150,000

Collaboration Network

91 Collaborators 38 Institutions 5 Countries

Top Collaborators

Similar Researchers

Based on overlapping research topics