Ziyue Xu
Sun Yat-sen University(CN)Nvidia (United States)(US)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Anomaly Detection Techniques and Applications, Data Quality and Management, Topic Modeling, Advanced Neural Network Applications
Most-Cited Works
- → FedGL: Federated graph learning framework with global self-supervision(2023)56 cited
- → C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System(2024)1 cited
- → AdpDM: Adaptive Data Model for Efficient Dynamic Management of Large-Scale High-Cardinality Time-Series Databases(2024)1 cited
- → FedBRB: A Solution to the Small-to-Large Scenario in Device-Heterogeneity Federated Learning(2025)
- → Data heterogeneity: a curse and a blessing for federated learning(2025)
- → Reviving Stale Updates: Data-Free Knowledge Distillation for Asynchronous Federated Learning(2025)
- → Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration(2024)