Yan Kang

A Secure Federated Transfer Learning Framework

Yang Liu, Yan Kang, Chaoping Xing et al. · IEEE Intelligent Systems · 2020 · 612 citations · Full text

Computing, Computer Science, Information Technology +17

FedML: A Research Library and Benchmark for Federated Machine Learning

Chaoyang He, Songze Li, Jinhyun So et al. · arXiv (Cornell University) · 2020 · 358 citations · Full text

Computing, Computer Science, Algorithms +12

Vertical Federated Learning: Concepts, Advances, and Challenges

Yang Liu, Yan Kang, Tianyuan Zou et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 306 citations · Full text

Computing, Computer Science, Information Technology +17

Federated Learning

Qiang Yang, Yang Liu, Yong Cheng et al. · Synthesis lectures on artificial intelligence and machine learning · 2019 · 260 citations · Full text

Computing, Computer Science, Distributed Systems +10

FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features

Yang Liu, Xinwei Zhang, Yan Kang et al. · IEEE Transactions on Signal Processing · 2022 · 100 citations

Computing, Communication, Computer Science +17