Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation

Yu Zhang, Zhiyong Cheng, Fan Liu, Xun Yang, Yuxin Peng

Abstract: Highlights•Modeling user representations, both domain-specific and conditional.•Adopting a disentangled loss function to decouple preferences within domains.•Adopting a bridge loss function to connect cross-domain preferences.