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2020 – today
- 2023
[j4]Zeyi Tao
, Qi Xia, Songqing Chen, Qun Li:
An Efficient and Robust Cloud-Based Deep Learning With Knowledge Distillation. IEEE Trans. Cloud Comput. 11(2): 1733-1745 (2023)- [j3]Qi Xia, Zeyi Tao, Qun Li, Songqing Chen:
Byzantine Tolerant Algorithms for Federated Learning. IEEE Trans. Netw. Sci. Eng. 10(6): 3172-3183 (2023) - [c9]Zeyi Tao, Jindi Wu, Qi Xia, Qun Li:
LAWS: Look Around and Warm-Start Natural Gradient Descent for Quantum Neural Networks. QSW 2023: 76-82 - [i3]Zeyi Tao, Jindi Wu, Qun Li:
Preconditioned Federated Learning. CoRR abs/2309.11378 (2023) - 2022
- [c8]Yulong Tian, Xiaopeng Ke, Zeyi Tao, Shaohua Ding, Fengyuan Xu, Qun Li, Hao Han, Sheng Zhong, Xinyi Fu:
Privacy-Preserving and Robust Federated Deep Metric Learning. IWQoS 2022: 1-11 - [c7]Jindi Wu, Zeyi Tao, Qun Li:
wpScalable Quantum Neural Networks for Classification. QCE 2022: 38-48 - [i2]Zeyi Tao, Jindi Wu, Qi Xia, Qun Li:
LAWS: Look Around and Warm-Start Natural Gradient Descent for Quantum Neural Networks. CoRR abs/2205.02666 (2022) - [i1]Jindi Wu, Zeyi Tao, Qun Li:
Scalable Quantum Neural Networks for Classification. CoRR abs/2208.07719 (2022) - 2021
- [j2]Qi Xia, Zeyi Tao, Qun Li:
Defenses Against Byzantine Attacks in Distributed Deep Neural Networks. IEEE Trans. Netw. Sci. Eng. 8(3): 2025-2035 (2021) - [c6]Zeyi Tao, Qi Xia, Qun Li, Songqing Chen:
CE-SGD: Communication-Efficient Distributed Machine Learning. GLOBECOM 2021: 1-7 - [c5]Zeyi Tao, Qi Xia, Qun Li:
Neuron Manifold Distillation for Edge Deep Learning. IWQoS 2021: 1-10 - [c4]Qi Xia, Zeyi Tao, Qun Li:
Defending Against Byzantine Attacks in Quantum Federated Learning. MSN 2021: 145-152 - [c3]Qi Xia, Zeyi Tao, Qun Li:
ToFi: An Algorithm to Defend Against Byzantine Attacks in Federated Learning. SecureComm (1) 2021: 229-248
2010 – 2019
- 2019
- [j1]Zeyi Tao, Qi Xia, Zijiang Hao, Cheng Li, Lele Ma, Shanhe Yi, Qun Li:
A Survey of Virtual Machine Management in Edge Computing. Proc. IEEE 107(8): 1482-1499 (2019) - [c2]Qi Xia, Zeyi Tao, Zijiang Hao, Qun Li:
FABA: An Algorithm for Fast Aggregation against Byzantine Attacks in Distributed Neural Networks. IJCAI 2019: 4824-4830 - 2018
- [c1]Zeyi Tao, Qun Li:
eSGD: Communication Efficient Distributed Deep Learning on the Edge. HotEdge 2018
Coauthor Index
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