Yingchun Jian

Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation

Cross-Domain Recommendation (CDR) leverages additional knowledge from auxiliary domains to address the long-standing data sparsity issue. However, existing methods typically acquire this knowledge by minimizing the average loss over all domains, overlooking the fact that different domains possess di…