Dewen Qiao

25 papers A 2B 1C 1Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
ASAFL: Adaptive staleness-aware accelerating asynchronous federated learning via heavy-ball.
Phys. Commun.
Yin Zhou, Lijia Zhang, Jingjing Xiao, Xuetao Chen, Yu Zhang, Dewen Qiao
2026 J jnl
EECF: An edge-end collaborative framework with optimized lightweight model.
Expert Syst. Appl.
Dewen Qiao, Zhenyan Wang, Jiamiao Liu, Xuetao Chen, Di Zhang, Maolan Zhang
2026 J jnl
FedFA: Efficient federated large language models with feature adapters.
Expert Syst. Appl.
Lijia Zhang, Xiang Ao, Songtao Guo, Dewen Qiao
2025 J jnl
AMFL: Resource-Efficient Adaptive Metaverse-Based Federated Learning for the Human-Centric Augmented Reality Applications.
IEEE Trans. Neural Networks Learn. Syst.
Dewen Qiao, Liangxin Qian, Songtao Guo, Jun Zhao, Pengzhan Zhou
2025 J jnl
ASMAFL: Adaptive Staleness-Aware Momentum Asynchronous Federated Learning in Edge Computing.
IEEE Trans. Mob. Comput.
Dewen Qiao, Songtao Guo, Jun Zhao, Junqing Le, Pengzhan Zhou, Mingyan Li, Xuetao Chen
2025 J jnl
EESyn-CTP: Edge-End Collaboration for Patient-Friendly CTP Image Synthesis.
IEEE Internet Things J.
Yihao Wang, Yu Zhang, Dewen Qiao, Songtao Guo, Yu Liu, Chenhao Zhao, Tao Gu, Qiaoqiao Ding, Xiaoqun Zhang, Xuetao Chen
2025 J jnl
EMAFL: Evolutionary Momentum Auxiliary Adaptive Accelerating Federated Learning.
IEEE Internet Things J.
Dewen Qiao, Songtao Guo, Xuetao Chen, Pengzhan Zhou, Di Zhang, Yu Zhang
2025 A conf
FedSODA: Federated Fine-Tuning of LLMs via Similarity Group Pruning and Orchestrated Distillation Alignment.
ECAI
Manning Zhu, Songtao Guo, Pengzhan Zhou, Yansong Ning, Chang Han, Dewen Qiao
2025 J jnl
FedSODA: Federated Fine-tuning of LLMs via Similarity Group Pruning and Orchestrated Distillation Alignment.
CoRR
Manning Zhu, Songtao Guo, Pengzhan Zhou, Yansong Ning, Chang Han, Dewen Qiao
2025 A conf
Partitioned Collaborative Inference for On-Device Models via Evolutionary Reinforcement Learning.
ICDCS
Lin Tan, Pengzhan Zhou, Songtao Guo, Jun Zhao, Zhufang Kuang, Dewen Qiao, Lu Yang
2025 J jnl
REAFL: Accelerating federated learning with personalized iteration allocation and peer learning.
Phys. Commun.
Peng Pi, Dewen Qiao, Hongli Zhang
2025 B conf
Resources-Efficient Accelerated K-Asynchronous Adaptive Federated Learning.
IJCNN
Xiang Ao, Maolan Zhang, Zhenyan Wang, Jiamiao Liu, Yu Zhang, Xuetao Chen, Dewen Qiao
2025 J jnl
Tri-AFLLM: Resource-Efficient Adaptive Asynchronous Accelerated Federated LLMs.
IEEE Trans. Circuits Syst. Video Technol.
Dewen Qiao, Xiang Ao, Yu Liu, Xuetao Chen, Fuyuan Song, Zheng Qin, Wenqiang Jin
2024 J jnl
Afl-gan: adaptive federated learning for generative adversarial network with resource constraints.
CCF Trans. Pervasive Comput. Interact.
Yuyan Quan, Songtao Guo, Dewen Qiao, Mingyan Li
2024 J jnl
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs.
IEEE Trans. Emerg. Top. Comput. Intell.
Yingcheng Wang, Songtao Guo, Dewen Qiao, Guiyan Liu, Mingyan Li
2024 — conf
HfedPES: Hierarchical Personalized Federated Learning with Edge Selection.
MSN
Kunhong He, Pengzhan Zhou, Yijun Zhai, Yuepeng He, Lin Tan, Dewen Qiao, Songtao Guo
2024 J jnl
Parameters optimization and precision enhancement of Takagi-Sugeno fuzzy neural network.
Soft Comput.
Dewen Qiao, Pengzhan Zhou, Mingyan Li, Songtao Guo
2024 C conf
RCFL-GAN: Resource-Constrained Federated Learning with Generative Adversarial Networks.
CSCWD
Yuyan Quan, Songtao Guo, Dewen Qiao
2024 — conf
Reliability-Aware SFC Scheduling in Container Environment via Priority-Based Node Selection.
MSN
Longzhi Dai, Songtao Guo, Guiyan Liu, Dewen Qiao
2024 J jnl
Resources-Efficient Adaptive Federated Learning for Digital Twin-Enabled IIoT.
IEEE Trans. Netw. Sci. Eng.
Dewen Qiao, Mingyan Li, Songtao Guo, Jun Zhao, Bin Xiao
2023 — conf
FedSG: Subgraph Federated Learning on Multiple Non-IID Graphs.
MSN
Yingcheng Wang, Songtao Guo, Dewen Qiao
2022 J jnl
Adaptive Federated Deep Reinforcement Learning for Proactive Content Caching in Edge Computing.
IEEE Trans. Parallel Distributed Syst.
Dewen Qiao, Songtao Guo, Defang Liu, Saiqin Long, Pengzhan Zhou, Zhetao Li
2022 J jnl
Adaptive Federated Learning for Non-Convex Optimization Problems in Edge Computing Environment.
IEEE Trans. Netw. Sci. Eng.
Dewen Qiao, Guiyan Liu, Songtao Guo, Jing He
2022 J jnl
HeteFL: Network-Aware Federated Learning Optimization in Heterogeneous MEC-Enabled Internet of Things.
IEEE Internet Things J.
Jing He, Songtao Guo, Dewen Qiao, Lin Yi
2020 J jnl
Improved evolutionary algorithm and its application in PID controller optimization.
Sci. China Inf. Sci.
Dewen Qiao, Nankun Mu, Xiaofeng Liao, Junqing Le, Fan Yang