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2020 – today
- 2024
[j5]Xiaoxin Su
, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng, Yinggui Wang, Song Guo:
Fast-Convergent Wireless Federated Learning: A Voting-Based TopK Model Compression Approach. IEEE J. Sel. Areas Commun. 42(11): 3048-3063 (2024)- [c4]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu:
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. INFOCOM 2024: 601-610 - [c3]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo:
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. INFOCOM 2024: 1271-1280 - [i5]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu:
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. CoRR abs/2402.03770 (2024) - [i4]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo:
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. CoRR abs/2402.03815 (2024) - 2023
- [j4]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Jiangchuan Liu:
On Model Transmission Strategies in Federated Learning With Lossy Communications. IEEE Trans. Parallel Distributed Syst. 34(4): 1173-1185 (2023) - 2022
- [j3]Laizhong Cui, Xiaoxin Su, Zhongxing Ming, Ziteng Chen, Shu Yang, Yipeng Zhou, Wei Xiao:
CREAT: Blockchain-Assisted Compression Algorithm of Federated Learning for Content Caching in Edge Computing. IEEE Internet Things J. 9(16): 14151-14161 (2022) - [j2]Laizhong Cui, Xiaoxin Su, Yipeng Zhou:
A Fast Blockchain-Based Federated Learning Framework With Compressed Communications. IEEE J. Sel. Areas Commun. 40(12): 3358-3372 (2022) - [c2]Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu:
Optimal Rate Adaption in Federated Learning with Compressed Communications. INFOCOM 2022: 1459-1468 - [i3]Laizhong Cui, Xiaoxin Su, Yipeng Zhou:
A Fast Blockchain-based Federated Learning Framework with Compressed Communications. CoRR abs/2208.06095 (2022) - 2021
- [j1]Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan:
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates. IEEE J. Sel. Areas Commun. 39(8): 2572-2589 (2021) - [i2]Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan:
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates. CoRR abs/2105.04153 (2021) - [i1]Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu:
Optimal Rate Adaption in Federated Learning with Compressed Communications. CoRR abs/2112.06694 (2021) - 2020
- [c1]Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Lei Zhang:
ClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning. GLOBECOM 2020: 1-7
Coauthor Index
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