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ORCIDZheyi Chen
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2020 – today
- 2024
[j29]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: 301-311 (2024)- [j28]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): 21180-21190 (2024) - [j27]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): 21325-21336 (2024) - [j26]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): 3464-3474 (2024) - [j25]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): 391-404 (2024) - [c11]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: 1141-1150 - [c10]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: 4571-4582 - [i1]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 abs/2407.11085 (2024) - 2023
- [j24]Zheyi Chen, Zhengxin Yu:
Intelligent Offloading in Blockchain-Based Mobile Crowdsensing Using Deep Reinforcement Learning. IEEE Commun. Mag. 61(6): 118-123 (2023) - [j23]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): 17047-17057 (2023) - [j22]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): 17124-17136 (2023) - [j21]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): 7829 (2023) - [j20]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): 1871-1885 (2023) - [j19]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): 706-719 (2023) - [c9]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: 165-171 - [c8]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: 809-814 - 2022
- [j18]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): 138 (2022) - [j17]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): 194-205 (2022) - [j16]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): 1117-1129 (2022) - [j15]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): 2724-2733 (2022) - [j14]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): 10829-10853 (2022) - [j13]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): 683-697 (2022) - [j12]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): 1911-1923 (2022) - [c7]Jinrong Chen, Zheyi Chen, Longhai Zheng, Xing Chen:
A Spatio-Temporal Data-Driven Automatic Control Method for Smart Home Services. WWW (Companion Volume) 2022: 948-955 - 2021
- [b1]Zheyi Chen:
Intelligent resource management and optimization in cloud-edge computing. University of Exeter, UK, 2021 - [j11]Huilin Chen, Zheyi Chen, Feiting Lin, Peifen Zhuang:
Effective Management for Blockchain-Based Agri-Food Supply Chains Using Deep Reinforcement Learning. IEEE Access 9: 36008-36018 (2021) - [j10]Pu Tian, Zheyi Chen, Wei Yu, Weixian Liao:
Towards asynchronous federated learning based threat detection: A DC-Adam approach. Comput. Secur. 108: 102344 (2021) - [j9]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) - [j8]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): 317-326 (2021) - [j7]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): 1070-1083 (2021) - 2020
- [j6]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: 115537-115547 (2020) - [j5]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: 151500-151510 (2020) - [j4]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: 190173-190183 (2020) - [j3]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): 923-934 (2020)
2010 – 2019
- 2019
- [c6]Zheyi Chen, Jia Hu, Geyong Min:
Learning-Based Resource Allocation in Cloud Data Center using Advantage Actor-Critic. ICC 2019: 1-6 - 2018
- [c5]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: 652-658 - 2017
- [j2]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) - [c4]Xing Liu, Zheyi Chen, Kun Hua, Mingyue Liu, Junyi Zhang:
An Adaptive Multimedia Signal Transmission Strategy in Cloud-Assisted Vehicular Networks. FiCloud 2017: 220-226 - [c3]Zheyi Chen, Tao Xiang, Xing Chen:
Model-Driven Approach to Hadoop Deployment in Cloud. MobileCloud 2017: 145-148 - 2016
- [c2]Zheyi Chen, Yuli Liu, Weiping Zhu:
Ranking Node Influence in Social Networks. ISPDC 2016: 277-284 - 2015
- [j1]Xianghan Zheng, Zhipeng Zeng, Zheyi Chen, Yuanlong Yu, Chunming Rong:
Detecting spammers on social networks. Neurocomputing 159: 27-34 (2015) - 2013
- [c1]Nan Chen, Zheyi Chen, Xianghan Zheng, Guolong Chen:
Mobile Cloud Based System Architecture for Remote-Resident Multimedia Discovery and Access. IEEE WISA 2013: 361-364
Coauthor Index
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