PeopleofSuperintelligence

Researcher

Xiao Huang

Xiao Huang is a geographer whose work uses GeoAI and remote sensing to study cities, disasters, natural resources and public health. During high school in Wuhan, he discovered coding and algorithms, then earned a bachelor's degree focused on satellite-image interpretation at Wuhan University's School of Remote Sensing and Information Engineering, an M.S. from Georgia Tech and a geography Ph.D. at the University of South Carolina in 2020. He served as an assistant professor at the University of Arkansas from 2020 to 2023 and led a 2022 geospatial study comparing pandemic effects on Black-owned restaurants and restaurants with unreported ownership across 20 U.S. cities. He joined Emory's AI.Humanity Initiative in 2023, coauthored a 2025 paper on open-source LLMs for GeoAI and helped build an AI system that mapped Atlanta's 1972 road network in 2026. In 2026, he received the American Association of Geographers' Glenda Laws Award; as of October 2026, he is an assistant professor in Emory's Department of Environmental Sciences.

Works
400

Publication numbers from OpenAlex, as of 22 October 2026. Citations and h-index are hidden because this OpenAlex record may be incomplete or mix in other authors.

Timeline

  1. 2011–2020

    From Wuhan to a geography PhD

    During high school in Wuhan, he discovers coding and algorithms. In 2015, he earns a bachelor's degree at Wuhan University's School of Remote Sensing and Information Engineering, focused on interpreting satellite imagery. He earns an M.S. from Georgia Tech's School of City Planning and Architecture in 2016 and a geography Ph.D. at the University of South Carolina in 2020.

  2. 2020–2023

    Assistant professor at Arkansas

    From 2020 to 2023, he serves as an assistant professor in the University of Arkansas's Department of Geosciences and Center for Advanced Spatial Technologies.

  3. 2022

    Black-owned restaurant study

    In 2022, he is lead author of a study that uses geospatial big data from 20 U.S. cities to compare pandemic effects on Black-owned restaurants and restaurants with ownership otherwise unknown.

  4. 2023

    Joining Emory's AI.Humanity Initiative

    He joins Emory's faculty in 2023 as part of the AI.Humanity Initiative. His research combines satellite views with detailed, on-the-ground data and applies AI to challenges in equitable urban design, natural-resource management, disaster mitigation and public health.

  5. April 2025

    Open-source LLMs for GeoAI

    In April 2025, he coauthors The Role of Open-Source LLMs in Shaping the Future of GeoAI. The paper examines open models for geospatial data processing, spatial analysis and decision support.

  6. May 2026

    Mapping Atlanta's 1972 roads

    In May 2026, he and Emory students Shoibolina Kaushik and Safia Read build an AI system that reduces a 300-hour mapping job to four hours and maps Atlanta's entire 1972 road network in under 10 minutes.

  7. 2026

    The Glenda Laws Award

    He receives the 2026 Glenda Laws Award from the American Association of Geographers. The award recognizes contributions to geographic research on social issues.

  8. As of October 2026

    Assistant professor at Emory

    As of October 2026, he is an assistant professor in Emory University's Department of Environmental Sciences.

Career

  1. NowEmory UniversityAssistant Professor
  2. Until 2023University of Arkansas at FayettevilleAssistant Professor

Education

  1. 2020University of South CarolinaPhD
  2. Wuhan UniversityBachelor's degree
  3. Georgia Institute of TechnologyM.S.

From the biography.

  1. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other universityIncludes Emory University. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other university. We compare doctorate and 5+ year employment links, career timing and current workplaces for 187 major-prize and 1,111 best-paper winners.
  2. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes Emory University. We estimate where the people shaping AI studied and where their careers led. Massachusetts Institute of Technology leads with 467 former students, including 291 recorded doctorates.
  3. The company share of AI researchers’ top papers was 31% in 2020–2024 and 8% in 1970–1974Includes Emory University. We estimate where the people shaping AI worked when their most-cited papers appeared: the company share was 31% in 2020–2024 and 8% in 1970–1974, and Google led all organizations in 2020–2024.
  4. 5 of the 25 people with the most-cited recent papers also lead on career citationsIncludes Wuhan University. We compare citations to 2023–2025 papers with career citations and h-index, after correcting reviewed publication-date errors: who leads, when they started and where they work.

Sources and credits

Photo: We have no published photo of Xiao Huang yet. Send us a free-licensed photo.

  1. Exploring the frontiers of data science, across space and time | Emory News news.emory.edu. Checked 22 October 2026.
  2. Lab Alumni – Geoinformation and Big Data Research Lab giscience.psu.edu. Checked 22 October 2026.
  3. Xiao Huang | Emory University | Home xiaohuang116.com. Checked 22 October 2026.
  4. Black-Owned Restaurants Impacted Disproportionately by COVID-19 | Arkansas News | University of Arkansas news.uark.edu. Checked 22 October 2026.
  5. Black Businesses Matter: A Longitudinal Study of Black-Owned Restaurants in the COVID-19 Pandemic Using Geospatial Big Data - Penn State pure.psu.edu. Checked 22 October 2026.
  6. The Role of Open-Source LLMs in Shaping the Future of GeoAI arxiv.org. Checked 22 October 2026.
  7. New digital mapping project lets users explore layers of Atlanta history | Emory News news.emory.edu. Checked 22 October 2026.
  8. 2026 AAG Awards Recognition - AAG aag.org. Checked 22 October 2026.
  9. jikruse – GeoDSLab@UW-Madison geography.wisc.edu. Checked 22 October 2026.
  10. Xiao Huang, PhD, MS | Winship Cancer Institute of Emory University winshipcancer.emory.edu. Checked 22 October 2026.