2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.CR2026
MLQENABLER: Enabling Secure Machine Learning Queries over Encrypted Database in Cloud Computing
Xu Zhou, Haoyang Chen, Xinyu Lei
In cloud computing, the public cloud service providers (CSPs) can provide cloud storage as the primary service while providing additional machine learning (ML)-based services by us…
cs.LG2025
GK-SMOTE: A Hyperparameter-free Noise-Resilient Gaussian KDE-Based Oversampling Approach
Mahabubur Rahman Miraj, Hongyu Huang, Ting Yang +3
Imbalanced classification is a significant challenge in machine learning, especially in critical applications like medical diagnosis, fraud detection, and cybersecurity. Traditiona…
cs.LG2022★ 2 cited
Handling Data Heterogeneity in Federated Learning via Knowledge Distillation and Fusion
Xu Zhou, Xinyu Lei, Cong Yang +3
Federated learning (FL) supports distributed training of a global machine learning model across multiple devices with the help of a central server. However, data heterogeneity acro…