2 papers
cs.IR2026
FastPFRec: A Fast Personalized Federated Recommendation with Secure Sharing
Zhenxing Yan, Jidong Yuan, Yongqi Sun +2
Graph neural network (GNN)-based federated recommendation systems effectively capture user-item relationships while preserving data privacy. However, existing methods often face sl…
cs.LG2025
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning
Haorong Han, Jidong Yuan, Chixuan Wei +1
Consistency regularization and pseudo-labeling have significantly advanced semi-supervised learning (SSL). Prior works have effectively employed Mixup for consistency regularizatio…