Guangfeng Yan
Orcid: 0000-0002-0936-9467
According to our database1,
Guangfeng Yan
authored at least 12 papers
between 2020 and 2024.
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Bibliography
2024
Optimal selection of key parameters for homomorphic filtering based on information entropy.
Multim. Tools Appl., July, 2024
Killing two birds with one stone: Quantization achieves privacy in distributed learning.
Digit. Signal Process., 2024
Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning.
CoRR, 2024
Towards Quantum-Safe Federated Learning via Homomorphic Encryption: Learning with Gradients.
CoRR, 2024
2023
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning.
CoRR, 2023
Proceedings of the International Conference on Machine Learning and Applications, 2023
Proceedings of the IEEE Global Communications Conference, 2023
2022
ACM Trans. Intell. Syst. Technol., 2022
IEEE J. Sel. Areas Commun., 2022
2021
DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning.
Proceedings of the IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems, 2021
2020
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020