Multi-task Federated Learning with Encoder-Decoder Structure: Enabling Collaborative Learning Across Different TasksInternational Journal of Machine Learning and Cybernetics (IJMLC), 2025 |
Advances in Robust Federated Learning: A Survey with Heterogeneity ConsiderationsIEEE Transactions on Big Data (IEEE Trans. Big Data), 2024 |
FedBone: Towards Large-Scale Federated Multi-Task LearningJournal of Computational Science and Technology (JCST), 2023 |
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in
Federated LearningInternational Conference on Internet-of-Things Design and Implementation (IoTDI), 2022 |
FederatedScope: A Flexible Federated Learning Platform for HeterogeneityProceedings of the VLDB Endowment (PVLDB), 2022 |