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Hujinlong

Associate professor ,

Tel:

Email: jlhu@scut.edu.cn

Department: School of Computer Science and Engineering

Office Location:

Research Interests: Trustworthy artificial intelligence, brain informatics, computing power networks, future networks and security
  • Biography
  • Education
  • Admission Information
  • Work Experience
  • Social Position
  • Research Areas
  • Courses Taught
  • Research Project
  • Selected Publications
  • Achievements
  • Patent
  • Honor
  • Software achievement

Biography

Education

Admission Information

WorkExperience

Social Position

Research Areas

Trustworthy artificial intelligence,brain informatics, computing power networks, future networks and security. 


Courses Taught

Research Project

Selected Publications

  • Jinlong Hu, Jiacheng Liu, Shoubin Dong, Bin Liao, Junjie Liang, Vasant Honavar,DGX: Uncovering general behavior of deep graph models with model-level explanation,IEEE Transactions on Computational Biology and Bioinformatics,2025
  • Hu, Jinlong;Huang, Yangmin;Wang, Nan;Dong, Shoubin,BrainNPT: Pre-Training Transformer Networks for Brain Network Classification,IEEE Transactions on Neural Systems and Rehabilitation Engineering,2024
  • Hu, Jinlong;Hou, Yaqian;Peng, Bo;Liao, Bin;Xu, Ziyun;Hou, Gangqiang;Dong, Shoubin,Identifying major depressive disorder based on cerebral blood flow and brain structure: An explainable multimodal learning study,Journal of Psychiatric Research,2025
  • Hu, Jinlong;Luo, Jianmiao;Xu, Ziyun;Liao, Bin;Dong, Shoubin;Peng, Bo;Hou, Gangqiang,Spatio-temporal learning and explaining for dynamic functional connectivity analysis: Application to depression,Journal of Affective Disorders,2024
  • Hu, Jinlong;Huang, Yangmin;Zhang, Xiaojing;Liao, Bin;Hou, Gangqiang;Xu, Ziyun;Dong, Shoubin;Li, Ping,Identifying suicide attempts, ideation, and non-ideation in major depressive disorder from structural MRI data using deep learning,Asian Journal of Psychiatry,2023

Achievements

Patent

Honor

Software achievement