2 papers
cs.IR2025
KGBridge: Knowledge-Guided Prompt Learning for Non-overlapping Cross-Domain Recommendation
Yuhan Wang, Qing Xie, Zhifeng Bao +3
Knowledge Graphs (KGs), as structured knowledge bases that organize relational information across diverse domains, provide a unified semantic foundation for cross-domain recommenda…
cs.IR2025
Enhancing Transferability and Consistency in Cross-Domain Recommendations via Supervised Disentanglement
Yuhan Wang, Qing Xie, Zhifeng Bao +3
Cross-domain recommendation (CDR) aims to alleviate the data sparsity by transferring knowledge across domains. Disentangled representation learning provides an effective solution…