An Impact Study of Concept Drift in Federated Learning. - Guanhui Yang; Xiaoting Chen; Tengsen Zhang; Shuo Wang; Yun Yang (ICDM, 2023)

A Study of Virtual Concept Drift in Federated Data Stream Learning. - Xiaoting Chen; Tengsen Zhang; Guanhui Yang; Shuo Wang (MSN, 2024)

A Multi-Model Approach for Handling Concept Drifting Data in Federated Learning. - Guanhui Yang; Xiaoting Chen; Tengsen Zhang; Shuo Wang (MSN, 2024)

Incremental Sampling for Class Imbalanced Data Streams in Federated Learning. - Tengsen Zhang; Xiaoting Chen; Guanhui Yang; Shuo Wang (MSN, 2024)