Xiaoxin Su

16 papers A* 3B 1Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fed-GTopK: Expediting In-Network Federated Learning by Transmitting Global Top Model Updates.
IEEE Trans. Netw.
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo, Jiangchuan Liu
2025 J jnl
Toward Optimized Federated Learning With Compressed Communications by Rate Adaption.
IEEE Trans. Netw.
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu, Shiting Wen
2024 A* conf
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression.
INFOCOM
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo
2024 J jnl
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression.
CoRR
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Song Guo
2024 J jnl
Fast-Convergent Wireless Federated Learning: A Voting-Based TopK Model Compression Approach.
IEEE J. Sel. Areas Commun.
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng, Yinggui Wang, Song Guo
2024 A* conf
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes.
INFOCOM
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu
2024 J jnl
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes.
CoRR
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu
2023 J jnl
On Model Transmission Strategies in Federated Learning With Lossy Communications.
IEEE Trans. Parallel Distributed Syst.
Xiaoxin Su, Yipeng Zhou, Laizhong Cui, Jiangchuan Liu
2022 J jnl
A Fast Blockchain-Based Federated Learning Framework With Compressed Communications.
IEEE J. Sel. Areas Commun.
Laizhong Cui, Xiaoxin Su, Yipeng Zhou
2022 J jnl
A Fast Blockchain-based Federated Learning Framework with Compressed Communications.
CoRR
Laizhong Cui, Xiaoxin Su, Yipeng Zhou
2022 J jnl
CREAT: Blockchain-Assisted Compression Algorithm of Federated Learning for Content Caching in Edge Computing.
IEEE Internet Things J.
Laizhong Cui, Xiaoxin Su, Zhongxing Ming, Ziteng Chen, Shu Yang, Yipeng Zhou, Wei Xiao
2022 A* conf
Optimal Rate Adaption in Federated Learning with Compressed Communications.
INFOCOM
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu
2021 J jnl
Optimal Rate Adaption in Federated Learning with Compressed Communications.
CoRR
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Jiangchuan Liu
2021 J jnl
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates.
CoRR
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan
2021 J jnl
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates.
IEEE J. Sel. Areas Commun.
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Yi Pan
2020 B conf
ClusterGrad: Adaptive Gradient Compression by Clustering in Federated Learning.
GLOBECOM
Laizhong Cui, Xiaoxin Su, Yipeng Zhou, Lei Zhang