Yi-Fei Wang

Knowledge-Stability-Guided Dual-Graph Contrastive Learning for Recommendation

Knowledge-graph-enhanced recommendation leverages external knowledge to characterize item semantics and alleviate the limitations of representation learning under sparse user–item interactions. However, existing methods inadequately model the correspondence between item-level collaborative signals and knowledge semanti...