Shuyan Zheng

LLM-Enhanced Knowledge and Learning Path Understanding for Graph-based Educational Recommendation

Educational recommendations empower personalized learning by suggesting suitable learning resources to learners, and the graph-based recommenders are widely adopted. Existing methods are mainly ID-based, which initialize learners and resources with trainable identifiers and optimize their representa