Dewen Qiao - Publications, H-index & Citations

Dewen Qiao

army medical university

5H指数

25论文数

159被引数

收录论文 11

发表时间

AAFLIS: Resources-Efficient Adaptive Asynchronous Federated Learning for Image Segmentation in Edge Computing Environment AAFLIS：边缘计算环境下资源高效的自适应异步联邦学习用于图像分割

IEEE Transactions on Network Science and Engineering

IF7.9

2026-07-28

PREAI

Dewen Qiao; Xiang Ao; Lijia Zhang; Yang Cao; Junqing Le; Di Zhang; Yin Zhou; Songtao Guo; Xuetao Chen

PURE: Boundary-aware pruning with reliable statistical enhancement for dataset distillation PURE：具有可靠统计增强的边界感知剪枝用于数据集蒸馏

Expert Systems with Applications

IF7.5

2026-07-01

PREAI

Bai, Ruxue; Liu, Minyu; Xiu, Ruihong; Qiao, Dewen; Le, Junqing; Liao, Xiaofeng

REAFL: Accelerating federated learning with personalized iteration allocation and peer learning REAFL：通过个性化迭代分配和同伴学习加速联邦学习

PHYSICAL COMMUNICATION

IF2.2

2025-10-01

PREAI

Pi, Peng; Qiao, Dewen; Zhang, Hongli

EECF: An edge-end collaborative framework with optimized lightweight model EECF：一种边缘-端协作框架，具有优化的轻量级模型

Expert Systems with Applications

IF7.5

2025-08-11

PREAI

Dewen Qiao; Zhenyan Wang; Jiamiao Liu; Xuetao Chen; Di Zhang; Maolan Zhang

FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2024-10-01

PREAI

Wang, Yingcheng; Guo, Songtao; Qiao, Dewen; Liu, Guiyan; Li, Mingyan

Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT 资源高效的自适应联合学习，适用于支持数字孪生的IIoT

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2024-07-01

PREAI

Qiao, Dewen; Li, Mingyan; Guo, Songtao; Zhao, Jun; Xiao, Bin

AMFL: Resource-Efficient Adaptive Metaverse-Based Federated Learning for the Human-Centric Augmented Reality Applications

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

PREAI

Qiao, Dewen; Qian, Liangxin; Guo, Songtao; Zhao, Jun; Zhou, Pengzhan

Adaptive Federated Deep Reinforcement Learning for Proactive Content Caching in Edge Computing 自适应联合深度强化学习，用于边缘计算中的主动内容缓存

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2022-12-01

PREAI

Qiao, Dewen; Guo, Songtao; Liu, Defang; Long, Saiqin; Zhou, Pengzhan; Li, Zhetao

Adaptive Federated Learning for Non-Convex Optimization Problems in Edge Computing Environment

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING

IF7.9

2022-09-01

PREAI

Qiao, Dewen; Liu, Guiyan; Guo, Songtao; He, Jing

HeteFL: Network-Aware Federated Learning Optimization in Heterogeneous MEC-Enabled Internet of Things HeteFL: 异构MEC支持的物联网中的网络感知联邦学习优化

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-08-01

PREAI

He, Jing; Guo, Songtao; Qiao, Dewen; Yi, Lin

Improved evolutionary algorithm and its application in PID controller optimization

SCIENCE CHINA-INFORMATION SCIENCES

IF7.6

2020-03-26

PREAI

Qiao, Dewen; Mu, Nankun; Liao, Xiaofeng; Le, Junqing; Yang, Fan

研究方向