Yuanqin He

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Neural Architecture

Inductive Inference

Word Error Rate

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang
Vertical Federated Learning: Concepts, Advances, and Challenges. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Yuanqin He, Yan Kang, Lixin Fan, Qiang Yang
FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom. CoRR (2024)
Yan Kang, Hanlin Gu, Xingxing Tang, Yuanqin He, Yuzhu Zhang, Jinnan He, Yuxing Han, Lixin Fan, Kai Chen, Qiang Yang
Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning. CoRR (2023)
Yuanfeng Song, Yuanqin He, Xuefang Zhao, Hanlin Gu, Di Jiang, Haijun Yang, Lixin Fan, Qiang Yang
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models. CoRR (2023)
Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang
Vertical Federated Learning. CoRR (2022)
Yan Kang, Jiahuan Luo, Yuanqin He, Xiaojin Zhang, Lixin Fan, Qiang Yang
A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning. CoRR (2022)
Yuanqin He, Yan Kang, Jiahuan Luo, Lixin Fan, Qiang Yang
A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning. CoRR (2022)
Yuezhou Wu, Yan Kang, Jiahuan Luo, Yuanqin He, Lixin Fan, Rong Pan, Qiang Yang
FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning. IJCAI (2022)
Xinle Liang, Yang Liu, Jiahuan Luo, Yuanqin He, Tianjian Chen, Qiang Yang
Self-supervised Cross-silo Federated Neural Architecture Search. CoRR (2021)
Yuezhou Wu, Yan Kang, Jiahuan Luo, Yuanqin He, Qiang Yang
FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning. CoRR (2021)
Yang Liu, Zhihao Yi, Yan Kang, Yuanqin He, Wenhan Liu, Tianyuan Zou, Qiang Yang
Defending Label Inference and Backdoor Attacks in Vertical Federated Learning. CoRR (2021)