Lianlei Shan

LLM-CoT Enhanced Graph Neural Recommendation with Harmonized Group Policy Optimization

2025 · arXiv (Cornell University)

Graph neural networks (GNNs) have advanced recommender systems by modeling interaction relationships. However, existing graph-based recommenders rely on sparse ID features and do not fully exploit textual information, resulting in low information density within representations. …