Yishan Chen

22 papers A 2Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Entropy-Based Privacy-Preserving Federated Deep Reinforcement Learning Framework for Task Offloading in Vehicular Edge Computing Networks.
IEEE Internet Things J.
Yishan Chen, Jianwei Zhang, Wenshuo Dai, Junxiao Han, Miaojiang Chen, Zhiquan Liu, Ahmed Farouk
2026 J jnl
Bi-directional distillation enabling progressive lightweight model training in edge computing-based federated learning.
Appl. Soft Comput.
Yishan Chen, Wenshuo Dai, Zhen Qin, Junxiao Han
2026 J jnl
Dynamic client-resource management in federated learning over Internet of Vehicles: A Lyapunov-driven game-theoretic approach.
Future Gener. Comput. Syst.
Yishan Chen, Yangjun Hou, Huayun Wei, Tong Zhou, Qing Xu
2026 J jnl
FedHSA: A privacy-preserving federated learning framework with heterogeneous system alignment.
Inf. Fusion
Jianbin Mai, Zhiquan Liu, Jingjing Guo, Yinbin Miao, Yishan Chen, Libo Wang, Jianfeng Ma
2026 J jnl
Federated Knowledge Distillation Using Hierarchical Reinforcement Learning in Resource-Constrained IoT Edge-Cloud Computing Environments.
IEEE Trans. Mob. Comput.
Yishan Chen, Zhiqiang Wang, Huashuai Cai, Zhen Qin, Shuiguang Deng
2025 J jnl
Budget-Constrained Resource Allocation and Pricing in VEC: A MSMLMF Stackelberg Game With Contract Incentive Mechanism.
IEEE Internet Things J.
Yishan Chen, Jie Wu, Shumei Ye, Wei Li, Zhonghui Xu
2025 J jnl
Decentralized QoS-Aware Model Inference Using Federated Split Learning for Cloud-Edge Medical Detection.
IEEE Trans. Parallel Distributed Syst.
Yishan Chen, Xiangwei Zeng, Huashuai Cai, Qing Xu, Zhiquan Liu
2025 J jnl
Decentralized-Voting-Based Federated Learning Framework for Lightweight Node Selection in Edge Collaborative IoT.
IEEE Internet Things J.
Yishan Chen, Zhiqiang Wang, Yuan Min, Zhiquan Liu
2025 J jnl
Joint client-server selection and resource allocation based on split federated learning in Edge-to-Cloud computing environments.
Comput. Networks
Yishan Chen, Xiangwei Zeng, Xiansong Luo, Zhiquan Liu
2025 J jnl
Model-Oriented Training With Two-Stage Hierarchical Knowledge Distillation Under Non-IID Conditions in Federated Edge-Cloud Collaboration.
IEEE Trans. Cloud Comput.
Yishan Chen, Wenshuo Dai, Junxiao Han, Zhen Qin, Shuiguang Deng
2025 J jnl
Privacy-Preserving Knowledge Distillation in Latency-Critical Federated Task Offloading for Consumer IoT Networks.
IEEE Trans. Consumer Electron.
Yishan Chen, Jianwei Zhang, Zhiqiang Wang, Wenshuo Dai, Honghao Gao, Shuiguang Deng
2024 J jnl
A Game-Theoretic Approach-Based Task Offloading and Resource Pricing Method for Idle Vehicle Devices Assisted VEC.
IEEE Internet Things J.
Yishan Chen, Jie Wu, Junxiao Han, Hailiang Zhao, Shuiguang Deng
2024 J jnl
Blockchain-Based Nash Bargaining for Task Scheduling in IoT Edge Computing Environments.
IEEE Internet Things J.
Yishan Chen, Bo Li, Wei Li, Bowen Zeng, Jianwei Yin, Shuiguang Deng
2024 J jnl
Fast multi-type resource allocation in local-edge-cloud computing for energy-efficient service provision.
Inf. Sci.
Yishan Chen, Shumei Ye, Jianqing Wu, Bi Wang, Hui Wang, Wei Li
2024 J jnl
Low-latency intelligent service combination caching strategy with density peak clustering algorithm in vehicle edge computing.
Comput. Networks
Yishan Chen, Shumei Ye, Jie Wu, Wei Li, Jiyuan Wang
2024 J jnl
On the sustainability of deep learning projects: Maintainers' perspective.
J. Softw. Evol. Process.
Junxiao Han, Jiakun Liu, David Lo, Chen Zhi, Yishan Chen, Shuiguang Deng
2024 J jnl
Priority-based DAG task offloading and secondary resource allocation in IoT edge computing environments.
Computing
Yishan Chen, Xiansong Luo, Peng Liang, Junxiao Han, Zhonghui Xu
2023 J jnl
A cooperative particle swarm optimization with difference learning.
Inf. Sci.
Wei Li, Jianghui Jing, Yangtao Chen, Yishan Chen
2023 J jnl
Incentive-Driven Proactive Application Deployment and Pricing on Distributed Edges.
IEEE Trans. Mob. Comput.
Shuiguang Deng, Yishan Chen, Gong Chen, Shouling Ji, Jianwei Yin, Albert Y. Zomaya
2021 A conf
Incentive-driven Edge Cooperation for Service Provision.
ICWS
Yishan Chen, Shuiguang Deng, Jianwei Yin
2020 J jnl
Deploying Data-intensive Applications with Multiple Services Components on Edge.
Mob. Networks Appl.
Yishan Chen, Shuiguang Deng, Hongtao Ma, Jianwei Yin
2019 A conf
Data-Intensive Application Deployment at Edge: A Deep Reinforcement Learning Approach.
ICWS
Yishan Chen, Shuiguang Deng, Hailiang Zhao, Qiang He, Ying Li, Honghao Gao