Zhihui Lu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 86

Top Topics

Reinforcement Learning

Cloud Computing

Scientific Workflows

Resource Allocation

Top Venues

Future Gener. Comput. Syst.

IEEE Internet Things J.

Publications

Peng Hou, Yi Huang, Hongbin Zhu, Zhihui Lu, Shih-Chia Huang, Hongfeng Chai
Intelligent Decision-Based Edge Server Sleep for Green Computing in MEC-Enabled IoV Networks. IEEE Trans. Intell. Veh. 9 (2) (2024)
Shuhan Yang, Hengqi Guo, Xiaozheng Du, Jirui Yang, Zhihui Lu
An Adversarial Attack Method Against Financial Fraud Detection Model Beta Wavelet Graph Neural Network via Node Injection. CSCloud (2024)
Feng Zhou, Shijing Hu, Xin Du, Zhihui Lu
Motico: An attentional mechanism network model for smart aging disease risk prediction based on image data classification. Comput. Biol. Medicine 178 (2024)
Peng Chen, Xin Du, Zhihui Lu, Hongfeng Chai
Universal adversarial backdoor attacks to fool vertical federated learning. Comput. Secur. 137 (2024)
Xu Guo, Peng Chen, Zhihui Lu, Hongfeng Chai, Xin Du, Xudong Wu
Towards transferable adversarial attacks on vision transformers for image classification. J. Syst. Archit. 152 (2024)
Jirui Yang, Peng Chen, Zhihui Lu, Qiang Duan, Yubing Bao
UIFV: Data Reconstruction Attack in Vertical Federated Learning. CoRR (2024)
Da-Wei Jaw, Shih-Chia Huang, Zhihui Lu, Benjamin C. M. Fung, Sy-Yen Kuo
Multidomain Object Detection Framework Using Feature Domain Knowledge Distillation. IEEE Trans. Cybern. 54 (8) (2024)
Xin Du, Minglong Wang, Zhihui Lu, Qiang Duan, Yuhao Liu, Jianfeng Feng, Huarui Wang
HRCM: A Hierarchical Regularizing Mechanism for Sparse and Imbalanced Communication in Whole Human Brain Simulations. IEEE Trans. Parallel Distributed Syst. 35 (6) (2024)
Yiguang Zhang, Junxiong Lin, Zhihui Lu, Qiang Duan, Shih-Chia Huang
PBRL-TChain: A performance-enhanced permissioned blockchain for time-critical applications based on reinforcement learning. Future Gener. Comput. Syst. 154 (2024)
Mengke Zheng, Xin Du, Zhihui Lu, Qiang Duan
A balanced and reliable data replica placement scheme based on reinforcement learning in edge-cloud environments. Future Gener. Comput. Syst. 155 (2024)
Shijing Hu, Ruijun Deng, Xin Du, Zhihui Lu, Qiang Duan, Yi He, Shih-Chia Huang, Jie Wu
LAECIPS: Large Vision Model Assisted Adaptive Edge-Cloud Collaboration for IoT-based Perception System. CoRR (2024)
Qiang Duan, Zhihui Lu
Edge Cloud Computing and Federated-Split Learning in Internet of Things. Future Internet 16 (7) (2024)
Zhixin Li, Rui Zhu, Zihao Wang, Jiale Li, Kaiyuan Liu, Yue Qin, Yongming Fan, Mingyu Gu, Zhihui Lu, Jie Wu, Hongfeng Chai, Xiaofeng Wang, Haixu Tang
FairFix: Enhancing Fairness of Pre-Trained Deep Neural Networks with Scarce Data Resources. IDS (2024)
Xiaozheng Du, Xu Guo, Feng Zhou, Mingyu Gu, Zhihui Lu, Cheng Wang
FinDS2: A Novel Data Synthesis System for Fintech Product Risks. CSCloud (2024)
Shijing Hu, Junxiong Lin, Zhihui Lu, Xin Du, Qiang Duan, Shih-Chia Huang
CoLLaRS : A cloud-edge-terminal collaborative lifelong learning framework for AIoT. Future Gener. Comput. Syst. 158 (2024)
Ruijun Deng, Shijing Hu, Junxiong Lin, Jirui Yang, Zhihui Lu, Jie Wu, Shih-Chia Huang, Qiang Duan
InvMetrics: Measuring Privacy Risks for Split Model-Based Customer Behavior Analysis. IEEE Trans. Consumer Electron. 70 (1) (2024)
Rui Zhang, Yukai Huang, Sicheng Liang, Shangyi Sun, Shaonan Ma, Chengying Huan, Lulu Chen, Zhihui Lu, Yang Xu, Ming Yan, Jie Wu
Revisiting Learned Index with Byte-addressable Persistent Storage. ICPP (2024)
Yangchuan Xu, Lulu Chen, Zhihui Lu, Xin Du, Jie Wu, Patrick C. K. Hung
An Adaptive Mechanism for Dynamically Collaborative Computing Power and Task Scheduling in Edge Environment. IEEE Internet Things J. 10 (4) (2023)
Peng Chen, Jirui Yang, Junxiong Lin, Zhihui Lu, Qiang Duan, Hongfeng Chai
A Practical Clean-Label Backdoor Attack with Limited Information in Vertical Federated Learning. ICDM (2023)
Peng Chen, Xin Du, Zhihui Lu, Hongfeng Chai
Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration. CoRR (2023)
Ruijun Deng, Xin Du, Zhihui Lu, Qiang Duan, Shih-Chia Huang, Jie Wu
HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services. ICWS (2023)
Xu Guo, Haitao An, Xin Du, Yujie Wang, Zhihui Lu, Yuan Weng
Improved Random Forest Based Anomaly Detection for Urban Rail Transits. SmartCloud (2023)
Feng Zhou, Xin Du, Wenli Li, Zhihui Lu, Shih-Chia Huang
Fidan: a predictive service demand model for assisting nursing home health-care robots. Connect. Sci. 35 (1) (2023)
Junxiong Lin, Shijing Hu, Zhihui Lu, Ruijun Deng
An Analysis and Comparison of the Development Status of Green Data Centers in China. SmartCloud (2023)
Xin Du, Xuzhao Chen, Zhihui Lu, Qiang Duan, Yujie Wang, Jie Wu, Patrick C. K. Hung
A Blockchain-Assisted Intelligent Edge Cooperation System for IoT Environments With Multi-Infrastructure Providers. IEEE Internet Things J. 10 (24) (2023)
Peng Hou, Xiaohan Jiang, Zongshan Wang, Sen Liu, Zhihui Lu
Federated Deep Reinforcement Learning-Based Intelligent Dynamic Services in UAV-Assisted MEC. IEEE Internet Things J. 10 (23) (2023)
Lijun Zu, Hongyi Li, Liang Zhang, Zhihui Lu, Jiawei Ye, Xiaoxia Zhao, Shijing Hu
E-SAWM: A Semantic Analysis-Based ODF Watermarking Algorithm for Edge Cloud Scenarios. Future Internet 15 (9) (2023)
Peng Hou, Xiaohan Jiang, Zhihui Lu, Bo Li, Zongshan Wang
Joint computation offloading and resource allocation based on deep reinforcement learning in C-V2X edge computing. Appl. Intell. 53 (19) (2023)
Zhixin Li, Chunpu Huang, Keke Gai, Zhihui Lu, Jie Wu, Lulu Chen, Yangchuan Xu, Kim-Kwang Raymond Choo
AsyFed: Accelerated Federated Learning With Asynchronous Communication Mechanism. IEEE Internet Things J. 10 (10) (2023)
Yajing Xu, Zhihui Lu, Keke Gai, Qiang Duan, Junxiong Lin, Jie Wu, Kim-Kwang Raymond Choo
BESIFL: Blockchain-Empowered Secure and Incentive Federated Learning Paradigm in IoT. IEEE Internet Things J. 10 (8, April 15) (2023)
Qiang Duan, Jun Huang, Shijing Hu, Ruijun Deng, Zhihui Lu, Shui Yu
Combining Federated Learning and Edge Computing Toward Ubiquitous Intelligence in 6G Network: Challenges, Recent Advances, and Future Directions. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Peng Chen, Xin Du, Zhihui Lu, Jie Wu, Patrick C. K. Hung
EVFL: An explainable vertical federated learning for data-oriented Artificial Intelligence systems. J. Syst. Archit. 126 (2022)
Yujie Wang, Xin Du, Zhihui Lu, Qiang Duan, Jie Wu
Improved LSTM-Based Time-Series Anomaly Detection in Rail Transit Operation Environments. IEEE Trans. Ind. Informatics 18 (12) (2022)
Xin Du, Xuzhao Chen, Zhihui Lu, Qiang Duan, Yujie Wang, Jie Wu
BIECS: A Blockchain-based Intelligent Edge Cooperation System for Latency-Sensitive Services. ICWS (2022)
Feng Zhou, Xin Du, Wenli Li, Zhihui Lu, Jie Wu
NIDD: an intelligent network intrusion detection model for nursing homes. J. Cloud Comput. 11 (2022)
Lulu Chen, Zhihui Lu, Ai Xiao, Qiang Duan, Jie Wu, Patrick C. K. Hung
A Resource Recommendation Model for Heterogeneous Workloads in Fog-Based Smart Factory Environment. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Junjing He, Yujie Wang, Xin Du, Zhihui Lu, Qiang Duan, Jie Wu
OPTOS: A Strategy of Online Pre-Filtering Task Offloading System in Vehicular Ad Hoc Networks. IEEE Access 10 (2022)
Songtao Tang, Xin Du, Zhihui Lu, Keke Gai, Jie Wu, Patrick C. K. Hung, Kim-Kwang Raymond Choo
Coordinate-based efficient indexing mechanism for intelligent IoT systems in heterogeneous edge computing. J. Parallel Distributed Comput. 166 (2022)
Xin Du, Songtao Tang, Zhihui Lu, Keke Gai, Jie Wu, Patrick C. K. Hung
Scientific Workflows in IoT Environments: A Data Placement Strategy Based on Heterogeneous Edge-Cloud Computing. ACM Trans. Manag. Inf. Syst. 13 (4) (2022)
Qiang Duan, Shijing Hu, Ruijun Deng, Zhihui Lu
Combined Federated and Split Learning in Edge Computing for Ubiquitous Intelligence in Internet of Things: State-of-the-Art and Future Directions. Sensors 22 (16) (2022)
Xinyu Wang, Xin Du, Wenli Li, Zhihui Lu
A Bandwidth Prediction Method Based on Hybrid LSTM for Content Delivery Network. SmartCloud (2022)
Yuhao Liu, Xin Du, Zhihui Lu, Qiang Duan, Jianfeng Feng, Minglong Wang, Jie Wu
Regularizing Sparse and Imbalanced Communications for Voxel-based Brain Simulations on Supercomputers. ICPP (2022)
Xin Du, Yuhao Liu, Zhihui Lu, Qiang Duan, Jianfeng Feng, Jie Wu, Boyu Chen, Qibao Zheng
A Low-Latency Communication Design for Brain Simulations. IEEE Netw. 36 (2) (2022)
Xingyu Peng, Yilun Song, Kangjian Yuan, Xu Guo, Zhihui Lu, Jie Liu
UCloudStack - A Private Cloud Platform for Lightweight Delivery. SmartCloud (2022)
Qiang Duan, Shijing Hu, Ruijun Deng, Zhihui Lu
Combined Federated and Split Learning in Edge Computing for Ubiquitous Intelligence in Internet of Things: State of the Art and Future Directions. CoRR (2022)
Lulu Chen, Yangchuan Xu, Zhihui Lu, Jie Wu, Keke Gai, Patrick C. K. Hung, Meikang Qiu
IoT Microservice Deployment in Edge-Cloud Hybrid Environment Using Reinforcement Learning. IEEE Internet Things J. 8 (16) (2021)
Yujie Wang, Xiaoli Wan, Xin Du, Xuzhao Chen, Zhihui Lu
A Resource Allocation Strategy for Edge Services Based on Intelligent Prediction. SmartCloud (2021)
Xiaoli Wan, Wenli Li, Zhihui Lu, Xiaohua Xuan, Jie Cheng
One WS-Management Based CoT System Management Model in Edge Computing Environment. CSCloud/EdgeCom (2021)
Xin Du, Songtao Tang, Zhihui Lu, Keke Gai, Jie Wu, Patrick C. K. Hung
Optimal Data Placement for Data-Sharing Scientific Workflows in Heterogeneous Edge-Cloud Computing Environments. CoRR (2021)
Jian Yang, Yawen Lu, Zhihui Lu, Jie Wu, Hui Zhao
BBCT: A Smart Blockchain-Based Bulk Commodity Trade System. SmartCom (2021)
Junjin He, Yujie Wang, Xin Du, Zhihui Lu
V2V-Based Task Offloading and Resource Allocation in Vehicular Edge Computing Networks. CoRR (2021)
Junxiong Lin, Yajing Xu, Zhihui Lu, Jie Wu, Houhao Ye, Wenbing Huang, Xuzhao Chen
A blockchain-based evidential and secure bulk-commodity supervisory system. ICSS (2021)
Yujie Wang, Xin Du, Xuzhao Chen, Zhihui Lu
Edge service resource allocation strategy based on intelligent prediction. CoRR (2021)
Shih-Chia Huang, Da-Wei Jaw, Wenli Li, Zhihui Lu, Sy-Yen Kuo, Benjamin C. M. Fung, Bo-Hao Chen, Thanisa Numnonda
Image Dehazing in Disproportionate Haze Distributions. IEEE Access 9 (2021)
Jian Yang, Zhihui Lu, Rui Xu, Jie Wu, Xiaohua Xuan, Jie Cheng
DCAB: An Effective Data Collection and Analysis Service for Blockchain. SCC (2021)
Xin Du, Songtao Tang, Zhihui Lu, Jie Wu, Keke Gai, Patrick C. K. Hung
A Novel Data Placement Strategy for Data-Sharing Scientific Workflows in Heterogeneous Edge-Cloud Computing Environments. ICWS (2020)
Yiwen Zhang, Haishuai Guo, Zhihui Lu, Lu Zhan, Patrick C. K. Hung
Distributed gas concentration prediction with intelligent edge devices in coal mine. Eng. Appl. Artif. Intell. 92 (2020)
Ai Xiao, Zhihui Lu, Xin Du, Jie Wu, Patrick C. K. Hung
ORHRC: Optimized Recommendations of Heterogeneous Resource Configurations in Cloud-Fog Orchestrated Computing Environments. ICWS (2020)
Yajing Xu, Junnan Li, Zhihui Lu, Jie Wu, Patrick C. K. Hung, Abdulhameed Alelaiwi
ARVMEC: Adaptive Recommendation of Virtual Machines for IoT in Edge-Cloud Environment. J. Parallel Distributed Comput. 141 (2020)
Bobo Huang, Rui Zhang, Zhihui Lu, Yiming Zhang, Jie Wu, Lu Zhan, Patrick C. K. Hung
BPS: A reliable and efficient pub/sub communication model with blockchain-enhanced paradigm in multi-tenant edge cloud. J. Parallel Distributed Comput. 143 (2020)
Han Qiu, Meikang Qiu, Zhihui Lu
Selective encryption on ECG data in body sensor network based on supervised machine learning. Inf. Fusion 55 (2020)
Zhihui Lu, Keke Gai, Qiang Duan, Kim-Kwang Raymond Choo, Junnan Li, Jie Wu, Yajing Xu
Machine Learning Empowered Content Delivery: Status, Challenges, and Opportunities. IEEE Netw. 34 (6) (2020)
Tengyue Li, Simon Fong, Xuqi Li, Zhihui Lu, Amir H. Gandomi
Swarm Decision Table and Ensemble Search Methods in Fog Computing Environment: Case of Day-Ahead Prediction of Building Energy Demands Using IoT Sensors. IEEE Internet Things J. 7 (3) (2020)
Yan-Tsung Peng, Zhihui Lu, Fan-Chieh Cheng, Yalun Zheng, Shih-Chia Huang
Image Haze Removal Using Airlight White Correction, Local Light Filter, and Aerial Perspective Prior. IEEE Trans. Circuits Syst. Video Technol. 30 (5) (2020)
Zhixiong Chen, Zhihui Lu, Abhishek Sane, Anthony Bhimsain
Trustworthy When Human and Bots Are Mingled. CSCloud/EdgeCom (2020)
Pei-Chun Lin, Benjamin Yankson, Zhihui Lu, Patrick C. K. Hung
Children Privacy Identification System in LINE Chatbot for Smart Toys. CLOUD (2019)
Junnan Li, Zhihui Lu, Yu Tong, Jie Wu, Shalin Huang, Meikang Qiu, Wei Du
A general AI-defined attention network for predicting CDN performance. Future Gener. Comput. Syst. 100 (2019)
Xiaowei Chen, Songtao Tang, Zhihui Lu, Jie Wu, Yucong Duan, Shih-Chia Huang, Qifeng Tang
iDiSC: A New Approach to IoT-Data-Intensive Service Components Deployment in Edge-Cloud-Hybrid System. IEEE Access 7 (2019)
Yiwen Zhang, Chunhui Yin, Zhihui Lu, Dengcheng Yan, Meikang Qiu, Qifeng Tang
Recurrent Tensor Factorization for time-aware service recommendation. Appl. Soft Comput. 85 (2019)
Ziyan Wu, Zhihui Lu, Patrick C. K. Hung, Shih-Chia Huang, Yu Tong, Zhenfang Wang
QaMeC: A QoS-driven IoVs application optimizing deployment scheme in multimedia edge clouds. Future Gener. Comput. Syst. 92 (2019)
Bobo Huang, Li Jin, Zhihui Lu, Ming Yan, Jie Wu, Patrick C. K. Hung, Qifeng Tang
RDMA-driven MongoDB: An approach of RDMA enhanced NoSQL paradigm for large-Scale data processing. Inf. Sci. 502 (2019)
Zhihui Lu, Xiaoli Wan, Jian Yang, Jie Wu, Cheng Zhang, Patrick C. K. Hung, Shih-Chia Huang
Bis: A Novel Blockchain Based Bank-Tax Interaction System in Smart City. DASC/PiCom/DataCom/CyberSciTech (2019)
Han Qiu, Katarzyna Kapusta, Zhihui Lu, Meikang Qiu, Gérard Memmi
All-Or-Nothing data protection for ubiquitous communication: Challenges and perspectives. Inf. Sci. 502 (2019)
Keke Gai, Zhihui Lu, Meikang Qiu, Liehuang Zhu
Toward Smart Treatment Management for Personalized Healthcare. IEEE Netw. 33 (6) (2019)
Wei Xiong, Zhihui Lu, Bing Li, Zhao Wu, Bo Hang, Jie Wu, Xiaohua Xuan
A self-adaptive approach to service deployment under mobile edge computing for autonomous driving. Eng. Appl. Artif. Intell. 81 (2019)
Yucong Duan, Zhihui Lu, Zhangbing Zhou, Xiaobing Sun, Jie Wu
Data Privacy Protection for Edge Computing of Smart City in a DIKW Architecture. Eng. Appl. Artif. Intell. 81 (2019)
Pin Wu, Zhihui Lu, Quan Zhou, Zhidan Lei, Xiaoqiang Li, Meikang Qiu, Patrick C. K. Hung
Bigdata logs analysis based on seq2seq networks for cognitive Internet of Things. Future Gener. Comput. Syst. 90 (2019)
Benjamin Yankson, Farkhund Iqbal, Zhihui Lu, Xiaoling Wang, Patrick Hung
Modeling Privacy Preservation in Smart Connected Toys by Petri-Nets. HICSS (2019)
Keke Gai, Kai Xu, Zhihui Lu, Meikang Qiu, Liehuang Zhu
Fusion of Cognitive Wireless Networks and Edge Computing. IEEE Wirel. Commun. 26 (3) (2019)
Han Qiu, Meikang Qiu, Zhihui Lu, Gérard Memmi
An efficient key distribution system for data fusion in V2X heterogeneous networks. Inf. Fusion 50 (2019)
Hua Huang, Zhihui Lu, Rong Peng, Zaiwen Feng, Xiaohua Xuan, Patrick C. K. Hung, Shih-Chia Huang
Efficiently querying large process model repositories in smart city cloud workflow systems based on quantitative ordering relations. Inf. Sci. 495 (2019)
Wei Xiong, Zhihui Lu, Bing Li, Bo Hang, Zhao Wu
Automating smart recommendation from natural language API descriptions via representation learning. Future Gener. Comput. Syst. 87 (2018)
Wei Zhang, Zhihui Lu, Ziyan Wu, Jie Wu, Huanying Zou, Shalin Huang
Toy-IoT-Oriented data-driven CDN performance evaluation model with deep learning. J. Syst. Archit. 88 (2018)
Jian Yang, Zhihui Lu, Jie Wu
Smart-toy-edge-computing-oriented data exchange based on blockchain. J. Syst. Archit. 87 (2018)
Zhihui Lu, Xiaoli Wan, Meikang Qiu, Lijun Zu, Shih-Chia Huang, Jie Wu, Meiqin Liu
Smartly Deploying WeChat Mobile Application on Cloud Foundry PaaS. SmartCom (2018)
Laura Rafferty, Farkhund Iqbal, Saiqa Aleem, Zhihui Lu, Shih-Chia Huang, Patrick C. K. Hung
Intelligent Multi-Agent Collaboration Model for Smart Home IoT Security. ICIOT (2018)