Qianpiao Ma - RankMe

24 papers A* 2A 1B 2Journal 18Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Asynchronous Federated Learning Over Non-IID Data via Over-the-Air Computation. IEEE Trans. Netw. Qianpiao Ma, Xiaozhu Song, Junlong Zhou, Haibo Wang, Yunming Liao, Jianchun Liu, Hongli Xu
2026	J	`jnl`	FedQuad: Adaptive Layer-Wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning. IEEE Trans. Mob. Comput. Jianchun Liu, Rukuo Li, Hongli Xu, Qianpiao Ma, Jiaming Yan, Liusheng Huang
2026	J	`jnl`	Toward Communication-Efficient Decentralized Federated Graph Learning Over Non-IID Data. IEEE Trans. Mob. Comput. Shilong Wang, Jianchun Liu, Hongli Xu, Chenxia Tang, Qianpiao Ma, Liusheng Huang
2025	A*	`conf`	Accelerating End-Cloud Collaborative Inference via Near Bubble-Free Pipeline Optimization. INFOCOM Luyao Gao, Jianchun Liu, Hongli Xu, Sun Xu, Qianpiao Ma, Liusheng Huang
2025	J	`jnl`	Accelerating End-Cloud Collaborative Inference via Near Bubble-free Pipeline Optimization. CoRR Luyao Gao, Jianchun Liu, Hongli Xu, Sun Xu, Qianpiao Ma, Liusheng Huang
2025	A	`conf`	Air-FedGA: A Grouping Asynchronous Federated Learning Mechanism Exploiting Over-The-Air Computation. IPDPS Qianpiao Ma, Junlong Zhou, Xiangpeng Hou, Jianchun Liu, Hongli Xu, Jianeng Miao, Qingmin Jia
2025	J	`jnl`	Air-FedGA: A Grouping Asynchronous Federated Learning Mechanism Exploiting Over-the-air Computation. CoRR Qianpiao Ma, Junlong Zhou, Xiangpeng Hou, Jianchun Liu, Hongli Xu, Jianeng Miao, Qingmin Jia
2025	J	`jnl`	CADER: Cost-Efficient Cloud Application Deployment With Tenant Requirement Guarantee in Multi-Clouds. IEEE Trans. Cloud Comput. Huaqing Tu, Ziqiang Hua, Qianpiao Ma, Hanguang Luo, Tao Zou, Gongming Zhao, Hongli Xu
2025	J	`jnl`	DySTop. CoRR Yizhou Shi, Qianpiao Ma, Yang Xu, Junlong Zhou, Ming Hu, Yunming Liao, Hongli Xu
2025	J	`jnl`	Dynamic task offloading and resource allocation for energy-harvesting end-edge-cloud computing systems. J. Syst. Archit. Xiaozhu Song, Qianpiao Ma, Gan Zheng, Liying Li, Peijin Cong, Junlong Zhou
2025	J	`jnl`	FRACTAL: Data-Aware Clustering and Communication Optimization for Decentralized Federated Learning. IEEE Trans. Big Data Qianpiao Ma, Jianchun Liu, Hongli Xu, Qingmin Jia, Renchao Xie
2025	J	`jnl`	FedACS: An Adaptive Client Selection Framework for Communication-Efficient Federated Graph Learning. IEEE Trans. Mob. Comput. Hongli Xu, Xianjun Gao, Jianchun Liu, Qianpiao Ma, Liusheng Huang
2025	J	`jnl`	Towards Communication-Efficient Decentralized Federated Graph Learning over Non-IID Data. CoRR Shilong Wang, Jianchun Liu, Hongli Xu, Chenxia Tang, Qianpiao Ma, Liusheng Huang
2024	J	`jnl`	Deterministic Computing Power Networking: Architecture, Technologies and Prospects. CoRR Qingmin Jia, Yujiao Hu, Xiaomao Zhou, Qianpiao Ma, Kai Guo, Huayu Zhang, Renchao Xie, Tao Huang, Yunjie Liu
2024	J	`jnl`	Distributed Strategy for Collaborative Traffic Measurement in a Multi-Controller SDN. IEEE Trans. Netw. Sci. Eng. Da Yao, Qianpiao Ma, Haibo Wang, Min Chen, Hongli Xu
2024	—	`conf`	Dynamic Staleness Control for Asynchronous Federated Learning in Decentralized Topology. WASA (2) Qianpiao Ma, Jianchun Liu, Qingmin Jia, Xiaomao Zhou, Yujiao Hu, Renchao Xie
2024	J	`jnl`	FedCD: A Hybrid Federated Learning Framework for Efficient Training With IoT Devices. IEEE Internet Things J. Jianchun Liu, Yujia Huo, Pengcheng Qu, Sun Xu, Zhi Liu, Qianpiao Ma, Jinyang Huang
2024	J	`jnl`	FedUC: A Unified Clustering Approach for Hierarchical Federated Learning. IEEE Trans. Mob. Comput. Qianpiao Ma, Yang Xu, Hongli Xu, Jianchun Liu, Liusheng Huang
2024	J	`jnl`	Fully Distributed Task Offloading in Vehicular Edge Computing. IEEE Trans. Veh. Technol. Qianpiao Ma, Hongli Xu, Haibo Wang, Yang Xu, Qingmin Jia, Chunming Qiao
2024	B	`conf`	Towards Communication-Efficient Federated Graph Learning: An Adaptive Client Selection Perspective. IWQoS Xianjun Gao, Jianchun Liu, Hongli Xu, Qianpiao Ma, Lun Wang
2024	J	`jnl`	YOGA: Adaptive Layer-Wise Model Aggregation for Decentralized Federated Learning. IEEE/ACM Trans. Netw. Jun Liu, Jianchun Liu, Hongli Xu, Yunming Liao, Zhiyuan Wang, Qianpiao Ma
2023	B	`conf`	FedCD: A Hybrid Centralized-Decentralized Architecture for Efficient Federated Learning. ICPADS Pengcheng Qu, Jianchun Liu, Zhiyuan Wang, Qianpiao Ma, Jinyang Huang
2021	J	`jnl`	FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing. IEEE J. Sel. Areas Commun. Qianpiao Ma, Yang Xu, Hongli Xu, Zhida Jiang, Liusheng Huang, He Huang
2019	A*	`conf`	Lightweight Flow Distribution for Collaborative Traffic Measurement in Software Defined Networks. INFOCOM Hongli Xu, Shigang Chen, Qianpiao Ma, Liusheng Huang