Zhenguo Ma

25 papers B 2Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2026 — conf
Caesar: Optimizing Federated Learning via Low-deviation Compression.
KDD (1)
Jiaming Yan, Jianchun Liu, Hongli Xu, Zhenguo Ma, Shilong Wang
2026 J jnl
Enhancing federated unlearning using catastrophic forgetting in heterogeneous Industrial Internet of Things.
Comput. Commun.
Zhenguo Ma, Zixuan He, Yanjing Sun, Hongli Xu, Jianchun Liu, Yang Xu, Yafei Lu, Rui Zhang
2025 J jnl
A Fast Floating-Point Multiply-Accumulator Optimized for Sparse Linear Algebra on FPGAs.
IEEE Trans. Very Large Scale Integr. Syst.
Kun Li, Xiangyu Hao, Zhenguo Ma, Feng Yu, Bo Zhang, Qianjian Xing
2025 J jnl
Area-Efficient Pipeline Architecture for Serial Real-Valued Fast Fourier Transform.
IEEE Trans. Very Large Scale Integr. Syst.
Kun Li, Hongji Fang, Zhenguo Ma, Feng Yu, Bo Zhang, Qianjian Xing
2025 B conf
Diffusion Model-based Graph Reinforcement Learning for Task Offloading in Computation Reuse-Enabled Industrial Edge Networks.
GLOBECOM
Zixuan He, Yanjing Sun, Beibei Zhang, Zhenguo Ma, Bowen Wang, Song Li
2025 J jnl
Hier-FUN: Hierarchical Federated Learning and Unlearning in Heterogeneous Edge Computing.
IEEE Internet Things J.
Zhenguo Ma, Huaqing Tu, Li Zhou, Pengli Ji, Xiaoran Yan, Hongli Xu, Zhiyuan Wang, Suo Chen
2025 J jnl
Mitigating Catastrophic Forgetting with Adaptive Transformer Block Expansion in Federated Fine-Tuning.
CoRR
Yujia Huo, Jianchun Liu, Hongli Xu, Zhenguo Ma, Shilong Wang, Liusheng Huang
2024 J jnl
Enhancing Decentralized and Personalized Federated Learning With Topology Construction.
IEEE Trans. Mob. Comput.
Suo Chen, Yang Xu, Hongli Xu, Zhenguo Ma, Zhiyuan Wang
2024 J jnl
FedLC: Accelerating Asynchronous Federated Learning in Edge Computing.
IEEE Trans. Mob. Comput.
Yang Xu, Zhenguo Ma, Hongli Xu, Suo Chen, Jianchun Liu, Yinxing Xue
2024 J jnl
Like Attracts Like: Personalized Federated Learning in Decentralized Edge Computing.
IEEE Trans. Mob. Comput.
Zhenguo Ma, Yang Xu, Hongli Xu, Jianchun Liu, Yinxing Xue
2024 J jnl
Optimised Serial Commutator FFT Architecture in Terms of Multiplexers.
IEEE Trans. Circuits Syst. II Express Briefs
Hongji Fang, Zhenguo Ma, Feng Yu, Bei Zhao, Bo Zhang
2023 — conf
Accelerating Hierarchical Federated Learning with Adaptive Aggregation Frequency in Edge Computing.
CNIOT
Suo Chen, Zhenguo Ma, Zhiyuan Wang
2023 J jnl
Adaptive Batch Size for Federated Learning in Resource-Constrained Edge Computing.
IEEE Trans. Mob. Comput.
Zhenguo Ma, Yang Xu, Hongli Xu, Zeyu Meng, Liusheng Huang, Yinxing Xue
2023 J jnl
Adaptive Control of Local Updating and Model Compression for Efficient Federated Learning.
IEEE Trans. Mob. Comput.
Yang Xu, Yunming Liao, Hongli Xu, Zhenguo Ma, Lun Wang, Jianchun Liu
2022 J jnl
A Pipelined Algorithm and Area-Efficient Architecture for Serial Real-Valued FFT.
IEEE Trans. Circuits Syst. II Express Briefs
Hongji Fang, Bo Zhang, Feng Yu, Bei Zhao, Zhenguo Ma
2022 J jnl
Parallel Pipelined Architecture and Algorithm for Matrix Transposition Using Registers.
IEEE Trans. Circuits Syst. II Express Briefs
Bo Zhang, Zhenguo Ma, Wei Luo
2022 J jnl
Stream-Based Lossless Compression of Sensor Signals Using an Integer Adaptive Predictor.
IEEE Trans. Circuits Syst. II Express Briefs
Qianhao Chen, Wenqi Wu, Haori Zheng, Bei Zhao, Zhenguo Ma, Weijie Chen
2021 J jnl
A Novel Pipelined Algorithm and Modular Architecture for Non-Square Matrix Transposition.
IEEE Trans. Circuits Syst. II Express Briefs
Bo Zhang, Zhenguo Ma, Feng Yu
2021 J jnl
Communication-efficient asynchronous federated learning in resource-constrained edge computing.
Comput. Networks
Jianchun Liu, Hongli Xu, Yang Xu, Zhenguo Ma, Zhiyuan Wang, Chen Qian, He Huang
2021 B conf
Joint Network Selection and Task Offloading in Mobile Edge Computing.
CCGRID
Xin Qi, Hongli Xu, Zhenguo Ma, Suo Chen
2020 J jnl
Automatic Modulation Classification Based on Hierarchical Recurrent Neural Networks With Grouped Auxiliary Memory.
IEEE Access
Ke Zang, Zhenguo Ma
2020 J jnl
HKSiamFC: Visual-Tracking Framework Using Prior Information Provided by Staple and Kalman Filter.
Sensors
Chenpu Li, Qianjian Xing, Zhenguo Ma
2020 J jnl
MFCFSiam: A Correlation-Filter-Guided Siamese Network with Multifeature for Visual Tracking.
Wirel. Commun. Mob. Comput.
Chenpu Li, Qianjian Xing, Zhenguo Ma, Ke Zang
2020 J jnl
Nonlinear Quality Indices Based on a Novel Lempel-Ziv Complexity for Assessing Quality of Multi-Lead ECGs Collected in Real Time.
J. Inf. Process. Syst.
Yatao Zhang, Zhenguo Ma, Wentao Dong
2019 — conf
Comparing Performance of Iterative and Non-Iterative Classifiers for 2-Lead ECGs on Multi-Feature Schemes.
CISP-BMEI
Zhenguo Ma, Bingrui Chen, Yuan Xu, Yangxiao Li, Yatao Zhang