Open access
Sep 2026
Multimodal University Academic Performance Prediction Model Based on Heterogeneous Graph Neural Networks
University academic performance prediction faces three major challenges: difficulty in semantic alignment of multisource heterogeneous data, sparse graph structure, and modality imbalance. To address this, this paper proposes a Heterogeneous Graph Network for Multimodal Student Performance Prediction (HGN‐MSP) model. F...
Jun-Xin Fan, Bin Chen, Byung-Won Min et al.
· Engineering Reports · 0 citations