About

Dr. Xu Guangning

Research Assistant Professor

  • (2024) Ph.D. in Computer Science, Harbin Institute of Technology, Shenzhen
  • (2020) M.Eng. in Computer Science, Harbin Institute of Technology, Shenzhen
  • (2013) B.Eng. in Software Engineering, Jinggangshan University

Research Interets

  • Graph Neural Networks
  • Spatial-Temporal Deep Learning
  • Recommend System
  • Large Language Model

Grants

  • (2025) National Key R&D Program "Concept Learning Theory and Key Technology Research of Large Models", 3M yuan. (Participant)

Talks

  • (2023) Seminar Talk, Introduction to Combine GCN and CNN in a unify operator, The University of Hong Kong [silde]
  • (2023) Conference Talk, A User Intention Aware Graph Neural Network for Session-Based Recommendation, ICASSP 2023 [silde] [video]

Reviewers

  • (2025) Reviewer of IJCNN 2025
  • (2024) Reviewer of Journal of Scientific Computing
  • (2023) Reviewer of Neural Networks
  • (2022) Reviewer of MM 2023
  • (2022) Reviewer of ICASSP 2023

Awards

  • (2020 –– 2024) Doctoral Scholarship, Harbin Institute of Technology, Shenzhen
  • (2021 –– 2021) Sailvan Scholarship, Sailvan Cooperation
  • (2021 –– 2022) Outstanding Student Cadre, Harbin Institute of Technology, Shenzhen
  • (2020 –– 2021) Outstanding Student, Harbin Institute of Technology, Shenzhen
  • (2018 –– 2020) First–Class Scholarship, Harbin Institute of Technology, Shenzhen

Work Experience

  • (2023.02 -- 2024.02) Research Assistant, The University of Hong Kong, supervised by Prof. Michael K. Ng
  • (2023.05 -- 2023.07) LLM Research Intern, TCL Corporate Research (Hong Kong)
  • (2013.08 -- 2014.08) Java Application Developer, IBM (Shenzhen)

Patents

  • (2022) Li Xia, Ye Yunming, Xu Guangning, Liu Xingrun, Liu Dong. Method, Device, Equipment, Medium, and Prediction Method for Aerosol Prediction. Patent Number is ZL 2022 1 0598131.9
  • (2022) Li Xia, Ye Yunming, Xu Guangning, Liu Xingrun, Liu Dong. Method, Device, Equipment, Medium, and Prediction Method for Wind Field Prediction. Patent Number is ZL 2022 1 0598158.8
  • (2022) Li Xia, Ye Yunming, Xu Guangning, Liu Xingrun, Liu Dong. Method, Device, Equipment, Medium, and Prediction Method for Temperature Profile. Patent Number is ZL 2022 1 0597544.5