Researcher profile

Qiongxiong Ma

1 paper in the PaperMetrix corpus

Publications

Papers by this author

  1. Graph Contrast Learning Fused Question Features Based Knowledge Tracing

    2025

    The exponential growth of online education has amplified the need for personalized learning, with Intelligent Tutoring Systems (ITS) providing rich behavioral interaction data for adaptive instruction. However, accurately assessing learners' knowledge states remains a significant …