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• FedML: A Research Library and Benchmark for Federated Machine Learning
  2020 · 358 citations
• A Communication Efficient Collaborative Learning Framework for Distributed Features
  2019 · 58 citations
• Vertical Federated Learning: Concepts, Advances and Challenges
  2022 · 20 citations
• FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training
  2020 · 13 citations
• Accelerating Vertical Federated Learning
  2022 · 4 citations
• Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability
  2021 · 1 citations
• A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning
  2023
• A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning
  2023
• FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom
  2024