Qianpiao Ma

According to our database, Qianpiao Ma authored at least 16 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

FRACTAL: Data-Aware Clustering and Communication Optimization for Decentralized Federated Learning.

Qianpiao Ma, Jianchun Liu, Hongli Xu, Qingmin Jia, Renchao Xie

IEEE Trans. Big Data, October, 2025

DySTop.

Yizhou Shi, Qianpiao Ma, Yang Xu, Junlong Zhou, Ming Hu, Yunming Liao, Hongli Xu

CoRR, August, 2025

Dynamic task offloading and resource allocation for energy-harvesting end-edge-cloud computing systems.

Xiaozhu Song, Qianpiao Ma, Gan Zheng, Liying Li, Peijin Cong, Junlong Zhou

J. Syst. Archit., 2025

Air-FedGA: A Grouping Asynchronous Federated Learning Mechanism Exploiting Over-The-Air Computation.

Qianpiao Ma, Junlong Zhou, Xiangpeng Hou, Jianchun Liu, Hongli Xu, Jianeng Miao, Qingmin Jia

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2025

Accelerating End-Cloud Collaborative Inference via Near Bubble-Free Pipeline Optimization.

Luyao Gao, Jianchun Liu, Hongli Xu, Sun Xu, Qianpiao Ma, Liusheng Huang

Proceedings of the IEEE INFOCOM 2025, 2025

2024

FedUC: A Unified Clustering Approach for Hierarchical Federated Learning.

Qianpiao Ma, Yang Xu, Hongli Xu, Jianchun Liu, Liusheng Huang

IEEE Trans. Mob. Comput., October, 2024

FedCD: A Hybrid Federated Learning Framework for Efficient Training With IoT Devices.

Jianchun Liu, Yujia Huo, Pengcheng Qu, Sun Xu, Zhi Liu, Qianpiao Ma, Jinyang Huang

IEEE Internet Things J., June, 2024

Fully Distributed Task Offloading in Vehicular Edge Computing.

Qianpiao Ma, Hongli Xu, Haibo Wang, Yang Xu, Qingmin Jia, Chunming Qiao

IEEE Trans. Veh. Technol., April, 2024

YOGA: Adaptive Layer-Wise Model Aggregation for Decentralized Federated Learning.

Jun Liu, Jianchun Liu, Hongli Xu, Yunming Liao, Zhiyuan Wang, Qianpiao Ma

IEEE/ACM Trans. Netw., April, 2024

Distributed Strategy for Collaborative Traffic Measurement in a Multi-Controller SDN.

Da Yao, Qianpiao Ma, Haibo Wang, Min Chen, Hongli Xu

IEEE Trans. Netw. Sci. Eng., 2024

Deterministic Computing Power Networking: Architecture, Technologies and Prospects.

Qingmin Jia, Yujiao Hu, Xiaomao Zhou, Qianpiao Ma, Kai Guo, Huayu Zhang, Renchao Xie, Tao Huang, Yunjie Liu

CoRR, 2024

Dynamic Staleness Control for Asynchronous Federated Learning in Decentralized Topology.

Qianpiao Ma, Jianchun Liu, Qingmin Jia, Xiaomao Zhou, Yujiao Hu, Renchao Xie

Proceedings of the Wireless Artificial Intelligent Computing Systems and Applications, 2024

Towards Communication-Efficient Federated Graph Learning: An Adaptive Client Selection Perspective.

Xianjun Gao, Jianchun Liu, Hongli Xu, Qianpiao Ma, Lun Wang

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

2023

FedCD: A Hybrid Centralized-Decentralized Architecture for Efficient Federated Learning.

Pengcheng Qu, Jianchun Liu, Zhiyuan Wang, Qianpiao Ma, Jinyang Huang

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

2021

FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing.

Qianpiao Ma, Yang Xu, Hongli Xu, Zhida Jiang, Liusheng Huang, He Huang

IEEE J. Sel. Areas Commun., 2021

2019

Lightweight Flow Distribution for Collaborative Traffic Measurement in Software Defined Networks.

Hongli Xu, Shigang Chen, Qianpiao Ma, Liusheng Huang

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019