Yan Kang - Publications, H-index & Citations

Yan Kang

ai lab

14H指数

49论文数

2.0K被引数

收录论文 10

发表时间

No free lunch theorem for privacy-preserving LLM inference 没有用于保护隐私的LLM推理的免费午餐定理

artificial intelligence review

IF4.6

2025-04-01

OAAI

Zhang, Xiaojin; Pang, Yahao; Kang, Yan; Chen, Wei; Fan, Lixin; Jin, Hai; Yang, Qiang

A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning 联邦学习下效率约束的效用-隐私双目标优化的理论分析

IEEE Transactions on Big Data

IF5.7

2025-01-01

PREAI

Hanlin Gu; Xinyuan Zhao; Gongxi Zhu; Yuxing Han; Yan Kang; Lixin Fan; Qiang Yang

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

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2024-12-01

OAAI

Kang, Yan; He, Yuanqin; Luo, Jiahuan; Fan, Tao; Liu, Yang; Yang, Qiang

Vertical Federated Learning: Concepts, Advances, and Challenges 垂直联合学习: 概念、进展与挑战

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-07-01

OAAI

Liu, Yang; Kang, Yan; Zou, Tianyuan; Pu, Yanhong; He, Yuanqin; Ye, Xiaozhou; Ouyang, Ye; Zhang, Ya-Qin; Yang, Qiang

A Meta-Learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2024-05-17

OAAI

Zhang, Xiaojin; Kang, Yan; Fan, Lixin; Chen, Kai; Yang, Qiang

Joint Client Selection and Training Optimization for Energy-Efficient Federated Learning

2023 19TH INTERNATIONAL CONFERENCE ON MOBILITY, SENSING AND NETWORKING, MSN 2023

IF0

2023-12-14

PREAI

Yan, Kang; Shu, Nina; Wu, Tao; Liu, Chunsheng; Huang, Jun; Yu, Jingbo

Trading Off Privacy, Utility, and Efficiency in Federated Learning 在联合学习中权衡隐私、效用和效率

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2023-11-20

OAAI

Zhang, Xiaojin; Kang, Yan; Chen, Kai; Fan, Lixin; Yang, Qiang

FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training FedCVT: 具有交叉视图训练的半监督垂直联邦学习

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2022-05-03

OAAI

Kang, Yan; Liu, Yang; Liang, Xinle

Neuromorphology in-sensor computing architecture based on an optical Fourier transform

OPTICS LETTERS

IF3.3

2021-11-01

PREAI

Hao, Hao; Kang, Yan; Xu, Zhongjie; Jiang, Tian

A Secure Federated Transfer Learning Framework

IEEE INTELLIGENT SYSTEMS

IF6.1

2020-07-01

324

OAAI

Liu, Yang; Kang, Yan; Xing, Chaoping; Chen, Tianjian; Yang, Qiang

研究方向