Xiaoxin Su

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Compression Algorithm

Learning Mechanism

Inductive Inference

Top Venues

IEEE J. Sel. Areas Commun.

IEEE Internet Things J.

Publications

Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. CoRR (2024)
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. CoRR (2024)
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. INFOCOM (2024)
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression. INFOCOM (2024)
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) (2023)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou
A Fast Blockchain-based Federated Learning Framework with Compressed Communications. CoRR (2022)
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) (2022)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou
A Fast Blockchain-Based Federated Learning Framework With Compressed Communications. IEEE J. Sel. Areas Commun. 40 (12) (2022)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu
Optimal Rate Adaption in Federated Learning with Compressed Communications. INFOCOM (2022)
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) (2021)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu
Optimal Rate Adaption in Federated Learning with Compressed Communications. CoRR (2021)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates. CoRR (2021)
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Lei Zhang
ClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning. GLOBECOM (2020)