Yuanqin He

Vertical Federated Learning: Concepts, Advances, and Challenges

Yang Liu, Yan Kang, Tianyuan Zou et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 258 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning

Yuezhou Wu, Yan Kang, Jiahuan Luo et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 66 citations · Full text

Defending Batch-Level Label Inference and Replacement Attacks in Vertical Federated Learning

Tianyuan Zou, Yang Liu, Yan Kang et al. · IEEE Transactions on Big Data · 2022 · 49 citations

Artificial Intelligence, Engineering, Machine Learning +20

Privacy-Preserving Federated Adversarial Domain Adaptation Over Feature Groups for Interpretability

Yan Kang, Yuanqin He, Jiahuan Luo et al. · IEEE Transactions on Big Data · 2022 · 30 citations

Vertical Federated Learning: Concepts, Advances and Challenges

Yang Liu, Yan Kang, Tianyuan Zou et al. · arXiv (Cornell University) · 2022 · 20 citations · Full text