Yan Kang

Scalable high yield exfoliation for monolayer nanosheets

Zhuyuan Wang, Yan Xue, Qinfu Hou et al. · Nature Communications · 2023 · 75 citations · Full text

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

A Communication Efficient Vertical Federated Learning Framework.

Yang Liu, Yan Kang, Xinwei Zhang et al. · arXiv (Cornell University) · 2019 · 59 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

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

FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models

Tao Fan, Yan Kang, Guoqiang Ma et al. · arXiv (Cornell University) · 2023 · 32 citations · Full text

Large Language Models, Natural Language Processing, Artificial Intelligence +15