About me

Hi there! My name is Xiaoyao Li. I am a lecturer at the Department of Artificial Intelligence, School of Advanced Interdisciplinary Studies, Central South University of Forestry and Technology (CSUFT). I joined the Institute of Artificial Intelligenc Application in 2022.

Education

2013-2022, Ph.D. in Control Science and Engineering
      Supervisor: Professor Jing Zhang and Professor Lianhong Wang
      College of Electrical and Information Engineering, Hunan University
2008-2012, B.Sc. in Mathematics and Applied Mathematics
      China University of Petroleum, Beijing, China

Academic Timeline

2024.03 – Present, Lecturer at School of Advanced Interdisciplinary Studies
      CSUFT
2022.09 – 2024.03, Lecturer at College of Computer and Information Engineering
      CSUFT
2017.02 – 2017.12, R.A. at Department of Computer and Information Science
      Research Advisor: Professor Yicong Zhou
      University of Macau, Macau

Resources

SSM is a comprehensive collection of cognitive modeling methods, including Cognitive Diagnosis Models (CDM) and Knowledge Tracing (KT), along with datasets and team achievements for intelligent educational systems.

Research Interests

Image processing
Educational data mining

Recent News

• [02/2026] Our paper GLLM-KT: A Graph-Incorporated Ultra-Small Large Language Model for Knowledge Tracing has been accepted by PAKDD 2026.