Yang Liu

发表论文 47 篇 · 总被引 18025 次 · h-index 29

代表论文

• Vertical Federated Learning: Concepts, Advances, and Challenges (2022 · IEEE Transactions on Knowledge and Data Engineering · 被引 396)
• FATE: An Industrial Grade Platform for Collaborative Learning With Data Protection (2021 · Journal of machine learning research · 被引 320)
• GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning (2021 · ACM Transactions on Intelligent Systems and Technology · 被引 207)
• Federated learning for privacy-preserving AI (2020 · Communications of the ACM · 被引 192)
• Multimodal Federated Learning via Contrastive Representation Ensemble (2023 · International Conference on Learning Representations · 被引 157)
• FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features (2022 · IEEE Transactions on Signal Processing · 被引 140)