3 papers
cs.LG2024
DA-PFL: Dynamic Affinity Aggregation for Personalized Federated Learning
Xu Yang, Jiyuan Feng, Songyue Guo +4
Personalized federated learning becomes a hot research topic that can learn a personalized learning model for each client. Existing personalized federated learning models prefer to…
cs.LG2024
FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling
Hongyu Zhang, Dongyi Zheng, Lin Zhong +4
In recent years, Cross-Domain Recommendation (CDR) has drawn significant attention, which utilizes user data from multiple domains to enhance the recommendation performance. Howeve…
cs.LG2023
FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled Representation Learning
Hongyu Zhang, Dongyi Zheng, Xu Yang +2
Cross-domain Sequential Recommendation (CSR) which leverages user sequence data from multiple domains has received extensive attention in recent years. However, the existing CSR me…