← authors · overview

• Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data
  2018 · 443 citations
• XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning
  2020 · 57 citations
• Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus
  2021 · 37 citations
• Federated Knowledge Distillation
  2020 · 34 citations
• Multi-hop Federated Private Data Augmentation with Sample Compression
  2019 · 21 citations
• Blockchained On-Device Federated Learning
  2018 · 15 citations
• Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning
  2021 · 12 citations
• Slimmable Quantum Federated Learning
  2022 · 9 citations
• Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning