← authors · overview

• Federated Learning for Internet of Things: Applications, Challenges, and Opportunities
  2021 · 24 citations
• Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection
  2021 · 12 citations
• FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things
  2023 · 7 citations
• Layer-wise Adaptive Model Aggregation for Scalable Federated Learning
  2021 · 6 citations
• Secure Federated Learning against Model Poisoning Attacks via Client Filtering
  2023 · 6 citations
• FedAudio: A Federated Learning Benchmark for Audio Tasks
  2022 · 3 citations
• TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training
  2023 · 3 citations
• GPT-FL: Generative Pre-trained Model-Assisted Federated Learning
  2023 · 2 citations
• FedMultimodal: A Benchmark For Multimodal Federated Learning
  2023 · 1 citations
• Enabling Weak Client Participation via On-device Knowledge Distillation in Heterogeneous Federated Learning
  2025
• ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation
  2024