Zheyi Chen

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 40

Top Topics

Reinforcement Learning

Scientific Workflows

Resource Allocation

Top Venues

IEEE Internet Things J.

IEEE Trans. Parallel Distributed Syst.

IEEE Trans. Cloud Comput.

Publications

Zheyi Chen, Junjie Zhang, Xianghan Zheng, Geyong Min, Jie Li, Chunming Rong
Profit-Aware Cooperative Offloading in UAV-Enabled MEC Systems Using Lightweight Deep Reinforcement Learning. IEEE Internet Things J. 11 (12) (2024)
Luying Zhong, Yueyang Pi, Zheyi Chen, Zhengxin Yu, Wang Miao, Xing Chen, Geyong Min
SpreadFGL: Edge-Client Collaborative Federated Graph Learning with Adaptive Neighbor Generation. INFOCOM (2024)
Lina Wang, Xiaochen Jin, Zengyang Huang, Han Zhu, Zheyi Chen, Yimin Liu, Hailin Feng
Short-Term PM2.5 Prediction Based on Multi-Modal Meteorological Data for Consumer-Grade Meteorological Electronic Systems. IEEE Trans. Consumer Electron. 70 (1) (2024)
Luying Zhong, Renjie Lin, Jiayin Li, Shiping Wang, Zheyi Chen
Bridging and Compressing Feature and Semantic Spaces for Robust Graph Neural Networks: An Information Theory Perspective. KDD (2024)
Luying Zhong, Zheyi Chen, Hongju Cheng, Jie Li
Lightweight Federated Graph Learning for Accelerating Classification Inference in UAV-Assisted MEC Systems. IEEE Internet Things J. 11 (12) (2024)
Luying Zhong, Yueyang Pi, Zheyi Chen, Zhengxin Yu, Wang Miao, Xing Chen, Geyong Min
SpreadFGL: Edge-Client Collaborative Federated Graph Learning with Adaptive Neighbor Generation. CoRR (2024)
Zheyi Chen, Junjie Zhang, Zhiqin Huang, Pengfei Wang, Zhengxin Yu, Wang Miao
Computation offloading in blockchain-enabled MCS systems: A scalable deep reinforcement learning approach. Future Gener. Comput. Syst. 153 (2024)
Xing Chen, Shengxi Hu, Chujia Yu, Zheyi Chen, Geyong Min
Real-Time Offloading for Dependent and Parallel Tasks in Cloud-Edge Environments Using Deep Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. 35 (3) (2024)
Zheyi Chen, Pu Tian, Weixian Liao, Xuhui Chen, Guobin Xu, Wei Yu
Resource-Aware Knowledge Distillation for Federated Learning. IEEE Trans. Emerg. Top. Comput. 11 (3) (2023)
Zheyi Chen, Zhengxin Yu
Intelligent Offloading in Blockchain-Based Mobile Crowdsensing Using Deep Reinforcement Learning. IEEE Commun. Mag. 61 (6) (2023)
Zhanghui Liu, Lixian Chen, Zheyi Chen, Yifan Huang, Jie Liang, Zhengxin Yu, Wang Miao
Load Prediction in Edge Computing Using Deep Auto-Regressive Recurrent Networks. ICC (2023)
Ming Li, Jianshan Zhang, Jingfeng Lin, Zheyi Chen, Xianghan Zheng
FireFace: Leveraging Internal Function Features for Configuration of Functions on Serverless Edge Platforms. Sensors 23 (18) (2023)
Jianshan Zhang, Hongqiang Zheng, Zheyi Chen, Xing Chen, Geyong Min
Device Access, Subchannel Division, and Transmission Power Allocation for NOMA-Enabled IoT Systems. IEEE Internet Things J. 10 (19) (2023)
Xing Chen, Zewei Yao, Zheyi Chen, Geyong Min, Xianghan Zheng, Chunming Rong
Load Balancing for Multiedge Collaboration in Wireless Metropolitan Area Networks: A Two-Stage Decision-Making Approach. IEEE Internet Things J. 10 (19) (2023)
Yichen Hou, Tingjun Wang, Zhenyu Zhang, Zheyi Chen
Design and Implementation of Intelligent IoT Paper Pumping System Based on Face Recognition of Loongson Processor. 6GN (1) (2023)
Xing Chen, Lijian Yang, Zheyi Chen, Geyong Min, Xianghan Zheng, Chunming Rong
Resource Allocation With Workload-Time Windows for Cloud-Based Software Services: A Deep Reinforcement Learning Approach. IEEE Trans. Cloud Comput. 11 (2) (2023)
Zheyi Chen, Hongqiang Zheng, Jianshan Zhang, Xianghan Zheng, Chunming Rong
Joint computation offloading and deployment optimization in multi-UAV-enabled MEC systems. Peer-to-Peer Netw. Appl. 15 (1) (2022)
Zheyi Chen, Jia Hu, Geyong Min, Chunbo Luo, Tarek A. El-Ghazawi
Adaptive and Efficient Resource Allocation in Cloud Datacenters Using Actor-Critic Deep Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. 33 (8) (2022)
Zheyi Chen, Weixian Liao, Pu Tian, Qianlong Wang, Wei Yu
A Fairness-Aware Peer-to-Peer Decentralized Learning Framework with Heterogeneous Devices. Future Internet 14 (5) (2022)
Jianshan Zhang, Ming Li, Zheyi Chen, Bing Lin
Computation offloading for object-oriented applications in a UAV-based edge-cloud environment. J. Supercomput. 78 (8) (2022)
Xing Chen, Junqin Hu, Zheyi Chen, Bing Lin, Naixue Xiong, Geyong Min
A Reinforcement Learning-Empowered Feedback Control System for Industrial Internet of Things. IEEE Trans. Ind. Informatics 18 (4) (2022)
Jinrong Chen, Zheyi Chen, Longhai Zheng, Xing Chen
A Spatio-Temporal Data-Driven Automatic Control Method for Smart Home Services. WWW (Companion Volume) (2022)
Xing Chen, Fangning Zhu, Zheyi Chen, Geyong Min, Xianghan Zheng, Chunming Rong
Resource Allocation for Cloud-Based Software Services Using Prediction-Enabled Feedback Control With Reinforcement Learning. IEEE Trans. Cloud Comput. 10 (2) (2022)
Xing Chen, Jianshan Zhang, Bing Lin, Zheyi Chen, Katinka Wolter, Geyong Min
Energy-Efficient Offloading for DNN-Based Smart IoT Systems in Cloud-Edge Environments. IEEE Trans. Parallel Distributed Syst. 33 (3) (2022)
Pu Tian, Zheyi Chen, Wei Yu, Weixian Liao
Towards asynchronous federated learning based threat detection: A DC-Adam approach. Comput. Secur. 108 (2021)
Zheyi Chen, Jia Hu, Geyong Min, Xing Chen
Effective data placement for scientific workflows in mobile edge computing using genetic particle swarm optimization. Concurr. Comput. Pract. Exp. 33 (8) (2021)
Huilin Chen, Zheyi Chen, Feiting Lin, Peifen Zhuang
Effective Management for Blockchain-Based Agri-Food Supply Chains Using Deep Reinforcement Learning. IEEE Access 9 (2021)
Zheyi Chen, Pu Tian, Weixian Liao, Wei Yu
Zero Knowledge Clustering Based Adversarial Mitigation in Heterogeneous Federated Learning. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Zheyi Chen, Weixian Liao, Kun Hua, Chao Lu, Wei Yu
Towards asynchronous federated learning for heterogeneous edge-powered internet of things. Digit. Commun. Networks 7 (3) (2021)
Zheyi Chen, Lijian Yang, Yinhao Huang, Xing Chen, Xianghan Zheng, Chunming Rong
PSO-GA-Based Resource Allocation Strategy for Cloud-Based Software Services With Workload-Time Windows. IEEE Access 8 (2020)
Zheyi Chen, Junqin Hu, Xing Chen, Jia Hu, Xianghan Zheng, Geyong Min
Computation Offloading and Task Scheduling for DNN-Based Applications in Cloud-Edge Computing. IEEE Access 8 (2020)
Zheyi Chen, Kai Lin, Bing Lin, Xing Chen, Xianghan Zheng, Chunming Rong
Adaptive Resource Allocation and Consolidation for Scientific Workflow Scheduling in Multi-Cloud Environments. IEEE Access 8 (2020)
Zheyi Chen, Jia Hu, Geyong Min, Albert Y. Zomaya, Tarek A. El-Ghazawi
Towards Accurate Prediction for High-Dimensional and Highly-Variable Cloud Workloads with Deep Learning. IEEE Trans. Parallel Distributed Syst. 31 (4) (2020)
Zheyi Chen, Jia Hu, Geyong Min
Learning-Based Resource Allocation in Cloud Data Center using Advantage Actor-Critic. ICC (2019)
Xing Liu, Kun Hua, Zheyi Chen, Ali S. Alghamdi, Mahdi N. Ali
An Efficient Cross-layer Approach for Throughput-Maximal and Delay-Minimal Green Vehicular Networks. ICNC (2018)
Kun Hua, Xing Liu, Zheyi Chen, Mingyue Liu
A Game Theory Based Approach for Power Efficient Vehicular Ad Hoc Networks. Wirel. Commun. Mob. Comput. 2017 (2017)
Zheyi Chen, Tao Xiang, Xing Chen
Model-Driven Approach to Hadoop Deployment in Cloud. MobileCloud (2017)
Xing Liu, Zheyi Chen, Kun Hua, Mingyue Liu, Junyi Zhang
An Adaptive Multimedia Signal Transmission Strategy in Cloud-Assisted Vehicular Networks. FiCloud (2017)
Zheyi Chen, Yuli Liu, Weiping Zhu
Ranking Node Influence in Social Networks. ISPDC (2016)
Xianghan Zheng, Zhipeng Zeng, Zheyi Chen, Yuanlong Yu, Chunming Rong
Detecting spammers on social networks. Neurocomputing 159 (2015)
Nan Chen, Zheyi Chen, Xianghan Zheng, Guolong Chen
Mobile Cloud Based System Architecture for Remote-Resident Multimedia Discovery and Access. IEEE WISA (2013)