Hangyu Zhu

Federated learning on non-IID data: A survey

Hangyu Zhu, Jinjin Xu, Shiqing Liu et al. · Neurocomputing · 2021 · 964 citations

Computing, Computer Science, Data Management +11

From federated learning to federated neural architecture search: a survey

Hangyu Zhu, Haoyu Zhang, Yaochu Jin · Complex & Intelligent Systems · 2021 · 176 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Real-Time Federated Evolutionary Neural Architecture Search

Hangyu Zhu, Yaochu Jin · IEEE Transactions on Evolutionary Computation · 2021 · 76 citations

Computing, Computer Science, Artificial Intelligence +16

Distributed additive encryption and quantization for privacy preserving federated deep learning

Hangyu Zhu, Rui Wang, Yaochu Jin et al. · Neurocomputing · 2021 · 54 citations

Computing, Computer Science, Cybersecurity +14

PIVODL: Privacy-Preserving Vertical Federated Learning Over Distributed Labels

Hangyu Zhu, Rui Wang, Yaochu Jin et al. · IEEE Transactions on Artificial Intelligence · 2021 · 34 citations · Full text

Computing, Computer Science, Cybersecurity +17