1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2026
Decoupled Optimization for Teacher-Student Semi-Supervised Learning via a Pioneer Student
Haorong Han, Jidong Yuan, Chixuan Wei +1
Semi-supervised learning (SSL) relies on two core mechanisms: self-training under the Teacher-Student (T-S) framework and joint optimization of labeled and unlabeled losses. Despit…
cs.IR2026★ 1 cited
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.LG2024
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…