Preprints

1. Continuous Monitoring of Bayesian A/B Tests under Differential Privacy
   Xuefeng Xu, Joonas Jälkö, Antti Honkela, Graham Cormode
   Draft available on request
   
2. SPRINT: Scalable Private Retrieval with Indexed Neighbor Trees
   Xuefeng Xu, Graham Cormode, Hakan Ferhatosmanoglu
   Draft available on request
   

Published

1. Federated Computation of ROC and PR Curves
   Xuefeng Xu, Graham Cormode
   International Conference on Very Large Data Bases (VLDB) 2027
   
2. FedPS: Federated Preprocessing for structured data via aggregated Statistics
   Xuefeng Xu, Graham Cormode
   Transactions on Machine Learning Research (TMLR) 2026
   
3. Power Transform Revisited: Numerically Stable, and Federated
   Xuefeng Xu, Graham Cormode
   Annual Conference on Artificial Intelligence and Statistics (AISTATS) 2026
   
4. Deep Learning Algorithms Design and Implementation Based on Differential Privacy
   Xuefeng Xu, Yanqing Yao, Lei Cheng
   International Conference on Machine Learning for Cyber Security 2020