Personal information

No personal information available

Activities

Employment (1)

The Hong Kong Polytechnic University: Hong Kong, HK

Employment
Source: Self-asserted source
Siping Shi

Works (6)

PriFairFed: A Local Differentially Private Federated Learning Algorithm for Client-Level Fairness

IEEE Transactions on Mobile Computing
2024 | Journal article
Contributors: Chuang Hu; Nanxi Wu; Siping Shi; Xuan Liu; Wenhan Wu; Bing Luo; Kanye Ye Wang; Jiawei Jiang; Dazhao Cheng
Source: check_circle
Crossref

Federated Morozov Regularization for Shortcut Learning in Privacy Preserving Learning with Watermarked Image Data

2024-10-28 | Conference paper
Contributors: Tao Ling; Siping Shi; Hao Wang; Chuang Hu; Dan Wang
Source: check_circle
Crossref

Distributionally Robust Federated Learning for Network Traffic Classification With Noisy Labels

IEEE Transactions on Mobile Computing
2024-05 | Journal article
Contributors: Siping Shi; Yingya Guo; Dan Wang; Yifei Zhu; Zhu Han
Source: check_circle
Crossref

Federated HD Map Updating Through Overlapping Coalition Formation Game

IEEE Transactions on Mobile Computing
2023 | Journal article
Contributors: Siping Shi; Chuang Hu; Dan Wang; Yifei Zhu; Zhu Han
Source: check_circle
Crossref

Distributionally Robust Federated Learning for Differentially Private Data

2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS)
2022-07 | Conference paper
Contributors: Siping Shi; Chuang Hu; Dan Wang; Yifei Zhu; Zhu Han
Source: Self-asserted source
Siping Shi

Federated Anomaly Analytics for Local Model Poisoning Attack

IEEE Journal on Selected Areas in Communications
2022-02 | Journal article
Contributors: Siping Shi; Chuang Hu; Dan Wang; Yifei Zhu; Zhu Han
Source: check_circle
Crossref