Yunfeng Shao

Domain Adaptation without Model Transferring

Yahong Han, Qi Tian, Yucheng Shi, 2021, 2107.10174.

Aggregate or Not? Exploring Where to Privatize in DNN Based Federated Learning Under Different Non-IID Scenes pdf

De-Chuan Zhan, Xin-Chun Li, Yunfeng Shao, 2021, ArXiv.

Unified Group Fairness on Federated Learning pdf

Kun Kuang, Jiaxun Lu, Fei Wu, 2021, ArXiv.

Sparse Personalized Federated Learning via Maximizing Correlation

Yanhui Geng, Yinchuan Li, Qing Wang, 2021 .

Preliminary Steps Towards Federated Sentiment Classification pdf

De-Chuan Zhan, Xin-Chun Li, Yunfeng Shao, 2021, ArXiv.

Communication Reducing Quantization for Federated Learning with Local Differential Privacy Mechanism

Yinchuan Li, Qing Wang, Xiaofeng Liu, 2021, 2021 IEEE/CIC International Conference on Communications in China (ICCC).

Secure Linear Aggregation Using Decentralized Threshold Additive Homomorphic Encryption For Federated Learning pdf

Fangguo Zhang, Yunfeng Shao, Bingshuai Li, 2021, ArXiv.

FedPHP: Federated Personalization with Inherited Private Models

De-Chuan Zhan, Xin-Chun Li, Yunfeng Shao, 2021, ECML/PKDD.

How Global Observation Works in Federated Learning: Integrating Vertical Training Into Horizontal Federated Learning pdf

Pingyi Fan, Khaled B. Letaief, Shuo Wan, 2021, IEEE Internet of Things Journal.