PeopleofSuperintelligence

Researcher

Linqing Huang

Also known as 黄林庆, Lin Qing Huang

Linqing Huang is a Research Assistant Professor and PhD advisor in the School of Computer Science at Shanghai Jiao Tong University, working on low-quality data mining and learning, remote sensing image understanding, and AI security. Papers on multisource domain adaptation under evidence theory, written with Zhunga Liu and others, appeared in IEEE Transactions on Neural Networks and Learning Systems in 2021 and IEEE Transactions on Cybernetics in 2023, and both are flagged as ESI Highly Cited Papers. A visiting scholarship at the National University of Singapore's School of Computing ran from July 2022 to July 2023, and Huang joined Shanghai Jiao Tong University in February 2024. The Pujiang Project of the Shanghai Magnolia Talent Program selected Huang in 2024, and in April 2025 Huang's team set up the AI and Cognization Security Lab, led by Xinghao Jiang. In 2026, they serve as an Area Chair for WCCI 2026 - IJCNN and as a Junior Editorial Board Member for Intelligence & Robotics.

Timeline

  1. 2020

    Evidential combination for domain adaptation

    In 2020, Huang publishes "Evidential Combination of Augmented Multi-source of Information Based on Domain Adaptation" in Science China Information Sciences, with Zhunga Liu, Quan Pan and Jean Dezert.

  2. May 2021

    Evidential reasoning across source domains

    In May 2021, IEEE Transactions on Neural Networks and Learning Systems publishes "Combination of Transferable Classification with Multisource Domain Adaptation Based on Evidential Reasoning" by Zhunga Liu, Huang, Kuang Zhou and Thierry Denœux. The method weights the classification results from different source domains by domain consistency, discounts them under the belief-function framework, and combines them with Dempster's rule. It is flagged as an ESI Highly Cited Paper.

  3. July 2022–July 2023

    Visiting scholar in Singapore

    From July 2022 to July 2023, Huang is a visiting scholar at the School of Computing of the National University of Singapore.

  4. February 2023

    Distribution adaptation with evidence theory

    In February 2023, Huang, Zhunga Liu and Jean Dezert publish "Cross-Domain Pattern Classification With Distribution Adaptation Based on Evidence Theory" in IEEE Transactions on Cybernetics, and Huang is at Northwestern Polytechnical University. The paper proposes distribution adaptation based on evidence theory (DAET), which combines complementary information from the source and target domains to improve classification accuracy. It is flagged as an ESI Highly Cited Paper.

  5. February 2024–May 2025

    Joining Shanghai Jiao Tong University

    In February 2024, Huang joins Shanghai Jiao Tong University as a Research Assistant Professor and master's advisor in the School of Electronic Information and Electrical Engineering, and joins the AI Security Lab led by Gongshen Liu.

  6. 2024

    Shanghai Magnolia Pujiang Project

    In October 2024, Huang receives funding from the Science and Technology Commission of Shanghai Municipality. In December 2024, Huang is selected for the Pujiang Project of the Shanghai Magnolia Talent Program.

  7. April 2025

    Setting up an AI security lab

    In April 2025, Huang's team sets up the AI and Cognization Security Lab, led by Xinghao Jiang, Vice President of Shanghai Jiao Tong University. The School of Computer Science's Institute of Artificial Intelligence and Cognitive Security counts Huang among its members.

  8. Since May 2025

    Research assistant professor at SJTU

    Since May 2025, Huang is a Research Assistant Professor and PhD advisor in the School of Computer Science at Shanghai Jiao Tong University, with research interests in low-quality data mining and learning, remote sensing image understanding, and AI security. In 2026, Huang serves as an Area Chair for WCCI 2026 - IJCNN and as a Junior Editorial Board Member for Intelligence & Robotics.

Career

  1. Since 2024Shanghai Jiao Tong UniversityResearch Assistant Professor and master's advisor, Research Assistant Professor and PhD advisor
  2. 2022–2023National University of SingaporeVisiting scholar

From the biography.

  1. 84% of people shaping AI with recorded undergraduate and doctoral schools changed institutions for their doctorateIncludes Shanghai Jiao Tong University. 84% of people shaping AI with recorded undergraduate and doctoral schools changed institutions for their doctorate. Across 2,116 people with both an undergraduate degree and a doctorate recorded, we trace which undergraduate schools feed which doctoral programs, how often students stay at the same school, and how paths differ by birth-country region.
  2. The median h-index is 48 at universities and 14 at frontier AI labsIncludes Shanghai Jiao Tong University. The median h-index is 48 at universities and 14 at frontier AI labs. We compare publishing careers, recent citations, dual appointments and job moves across 2,420 university researchers and 308 frontier-lab researchers.
  3. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes Shanghai Jiao Tong 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.
  4. The company share of AI researchers’ top papers was 31% in 2020–2024 and 8% in 1970–1974Includes Shanghai Jiao Tong 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.

Colleagues

People with dated positions at the same organization in the same years.

Sources and credits

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

  1. Linqing Huang (黄林庆) shaoyuhlq.github.io. Checked 21 October 2026.
  2. Combination of Transferable Classification with Multisource Domain Adaptation Based on Evidential Reasoning - Northwestern Polytechnical University pure.nwpu.edu.cn. Checked 21 October 2026.
  3. Cross-Domain Pattern Classification With Distribution Adaptation Based on Evidence Theory - Northwestern Polytechnical University pure.nwpu.edu.cn. Checked 21 October 2026.
  4. Linqing Huang - Faculty, School of Computer Science, Shanghai Jiao Tong University cs.sjtu.edu.cn. Checked 21 October 2026.
  5. Institute of Artificial Intelligence and Cognitive Security - School of Computer Science, Shanghai Jiao Tong University cs.sjtu.edu.cn. Checked 21 October 2026.