most citedBeyond Similarity: Personalized Federated Recommendation with Composite Aggregation

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cs.DC2025

Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach

Jundong Chen, Honglei Zhang, Chunxu Zhang +2

Federated recommendation (FR) facilitates collaborative training by aggregating local models from massive devices, enabling client-specific personalization while ensuring privacy.…