Qinghua Lu

FedProto: Federated Prototype Learning across Heterogeneous Clients

Yue Tan, Guodong Long, Lu Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 565 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

Dynamic-Fusion-Based Federated Learning for COVID-19 Detection

Weishan Zhang, Tao Zhou, Qinghua Lu et al. · IEEE Internet of Things Journal · 2021 · 310 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT

Weishan Zhang, Qinghua Lu, Qiuyu Yu et al. · IEEE Internet of Things Journal · 2020 · 284 citations

Engineering, Machine Learning, Information Security +20

Federated Learning on Non-IID Graphs via Structural Knowledge Sharing

Yue Tan, Yixin Liu, Guodong Long et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 132 citations · Full text

Engineering, Machine Learning, Federated Structure +17

Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems

Sin Kit Lo, Yue Liu, Qinghua Lu et al. · IEEE Internet of Things Journal · 2022 · 101 citations

Artificial Intelligence, Local Model Updates, Engineering +22