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cs.LG2025★ 4 cited
Federated Recommender System with Data Valuation for E-commerce Platform
Jongwon Park, Minku Kang, Wooseok Sim +2
Federated Learning (FL) is gaining prominence in machine learning as privacy concerns grow. This paradigm allows each client (e.g., an individual online store) to train a recommend…
cs.LG2025
Curriculum Guided Personalized Subgraph Federated Learning
Minku Kang, Hogun Park
Subgraph Federated Learning (FL) aims to train Graph Neural Networks (GNNs) across distributed private subgraphs, but it suffers from severe data heterogeneity. To mitigate data he…