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Prof. LIANG Hualou
PolyU Scholars Hub

Prof. LIANG Hualou

Interim Head (AIH), ADoUBSN Sin Wai Kin Foundation Professor in Humanities and Technology, Chair Professor of Neuroscience and Artificial Intelligence

Division of Artificial Intelligence and the Humanities

  • HHB717
  • +852 2766 7697
  • hualou.liang@polyu.edu.hk
  • Neuroengineering, machine learning, cognitive and computational neuroscience, artificial intelligence for digital health
  • Personal Website

Biography

Prof. LIANG Hualou is the Sin Wai Kin Foundation Professor in Humanities and Technology and Chair Professor of Neuroscience and Artificial Intelligence at The Hong Kong Polytechnic University (PolyU). He also serves as Interim Head of the Division of Artificial Intelligence and the Humanities (AIH) and Associate Director of the University Research Facility in Behavioral and Systems Neuroscience (UBSN).

Prof. Liang’s research interests focus on neural data science, machine learning, and biomedical natural language processing. He is known for pioneering the application of causal functional connectivity measures, particularly Granger causality, to the analysis of complex, high-dimensional neuroscience data.

Through RISA, Prof. Liang aims to collaborate with fellow members to advance research on spoken language processing for healthcare and develop large language models (LLMs) for dementia prediction.

Education and Academic Qualifications

  • Doctor of Philosophy in Physics, Chinese Academy of Sciences

Research Interests

  • Neuroengineering
  • Machine learning
  • Cognitive and computational neuroscience
  • Artificial intelligence for digital health

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