HAMUR: Hyper Adapter for Multi-Domain Recommendation
Xiaopeng Li,
Fan Yan,
Xiangyu Zhao
et al.
Abstract:Multi-Domain Recommendation (MDR) has gained significant attention in recent years, which leverages data from multiple domains to enhance their performance concurrently. However, current MDR models are confronted with two limitations. Firstly, the majority of these models adopt an approach that explicitly shares parameters between domains, leading to mutual interference among them. Secondly, due to the distribution differences among domains, the utilization of static parameters in existing methods limits their… Show more
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