Aikun Xu

According to our database, Aikun Xu authored at least 18 papers between 2019 and 2025.

Collaborative distances:

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

2025

Federated Deep Reinforcement Learning for Task Offloading in MEC-Enabled Heterogeneous Networks.

Hui Xiao, Zhigang Hu, Xinyu Zhang, Aikun Xu, Meiguang Zheng, Keqin Li

IEEE Internet Things J., April, 2025

PCM-SAR: Physics-Driven Contrastive Mutual Learning for SAR Classification.

Pengfei Wang, Hao Zheng, Zhigang Hu, Aikun Xu, Meiguang Zheng, Liu Yang

CoRR, April, 2025

CoMS: Collaborative DNN Model Selection for Heterogeneous Edge Computing Systems.

Aikun Xu, Zhigang Hu, Xi Li, Bolei Chen, Hui Xiao, Xinyu Zhang, Hao Zheng, Xianting Feng, Meiguang Zheng, Ping Zhong, Keqin Li

IEEE Trans. Veh. Technol., February, 2025

FairMS: Fair DNN Model Selection Algorithm for Collaborative Edge Intelligence.

Aikun Xu, Zhigang Hu, Meiguang Zheng, Bolei Chen, Hui Xiao, Hao Zheng, Yang Liang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

GradPFL: Gradient-Driven Adaptive Clustering in Personalized Federated Learning.

Shiyu Song, Hao Zheng, Zhigang Hu, Meiguang Zheng, Liu Yang, Aikun Xu

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning.

Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Aikun Xu, Boyu Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning.

Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Aikun Xu, Boyu Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

TransEdge: Task Offloading With GNN and DRL in Edge-Computing-Enabled Transportation Systems.

Aikun Xu, Zhigang Hu, Xi Li, Rongti Tian, Xinyu Zhang, Bolei Chen, Hui Xiao, Hao Zheng, Xianting Feng, Meiguang Zheng, Ping Zhong, Keqin Li

IEEE Internet Things J., December, 2024

A Federated Deep Reinforcement Learning-based Low-power Caching Strategy for Cloud-edge Collaboration.

Xinyu Zhang, Zhigang Hu, Yang Liang, Hui Xiao, Aikun Xu, Meiguang Zheng, Chuan Sun

J. Grid Comput., March, 2024

QDRL: Queue-Aware Online DRL for Computation Offloading in Industrial Internet of Things.

Aikun Xu, Zhigang Hu, Xinyu Zhang, Hui Xiao, Hao Zheng, Bolei Chen, Meiguang Zheng, Ping Zhong, Yilin Kang, Keqin Li

IEEE Internet Things J., 2024

2023

THAN: Multimodal Transportation Recommendation With Heterogeneous Graph Attention Networks.

Aikun Xu, Ping Zhong, Yilin Kang, Jiongqiang Duan, Anning Wang, Mingming Lu, Chuan Shi

IEEE Trans. Intell. Transp. Syst., February, 2023

Multifeature Collaborative Fusion Network With Deep Supervision for SAR Ship Classification.

Hao Zheng, Zhigang Hu, Liu Yang, Aikun Xu, Meiguang Zheng, Ce Zhang, Keqin Li

IEEE Trans. Geosci. Remote. Sens., 2023

A2TP: Aggregator-aware In-network Aggregation for Multi-tenant Learning.

Zhaoyi Li, Jiawei Huang, Yijun Li, Aikun Xu, Shengwen Zhou, Jingling Liu, Jianxin Wang

Proceedings of the Eighteenth European Conference on Computer Systems, 2023

2022

An optimal deployment scheme for extremely fast charging stations.

Ping Zhong, Aikun Xu, Yilin Kang, Shigeng Zhang, Yiming Zhang

Peer-to-Peer Netw. Appl., 2022

2021

EMPC: Energy-Minimization Path Construction for data collection and wireless charging in WRSN.

Ping Zhong, Aikun Xu, Shigeng Zhang, Yiming Zhang, Yingwen Chen

Pervasive Mob. Comput., 2021

A prediction model of death probability for guiding wireless recharging in sensor networks.

Ping Zhong, Aikun Xu, Shu Lin, Xiaoyan Kui

Int. J. Sens. Networks, 2021

An efficient on-demand charging scheduling scheme for mobile charging vehicle.

Ping Zhong, Aikun Xu, Jianliang Gao, Yiming Zhang, Yingwen Chen

Int. J. Commun. Syst., 2021

2019

An Optimization Deployment Scheme for Static Charging Piles Based on Dynamic of Shared E-Bikes.

Ping Zhong, Aikun Xu, Yuanming Chen, Feng Gao, Guihua Duan

Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019