Xiaoyu Xia

Orcid: 0000-0003-3526-3217

Affiliations:
  • RMIT University, School of Computing, Melbourne, VIC, Australia


According to our database1, Xiaoyu Xia authored at least 84 papers between 2019 and 2026.

Collaborative distances:

Timeline

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Bibliography

2026
Popularity Uncertainty-Aware Online Edge Data Migration.
IEEE Trans. Parallel Distributed Syst., June, 2026

MoSEEC: Sustainable and Trajectory Privacy-Preserving Edge Resource Management.
IEEE Trans. Mob. Comput., May, 2026

Hierarchical Runtime Reliability Anomaly Detection for Edge Services Rejuvenation.
IEEE Trans. Mob. Comput., April, 2026

Safe Multi-Agent Deep Reinforcement Learning for Privacy-Aware Edge-Device Collaborative DNN Inference.
CoRR, March, 2026

Game-Theoretic Safe Multiagent Motion Planning With Reachability Analysis for Dynamic and Uncertain Environments.
IEEE Trans. Ind. Informatics, February, 2026

WinFLoRA: Incentivizing Client-Adaptive Aggregation in Federated LoRA under Privacy Heterogeneity.
CoRR, February, 2026

Data Flipping Attack and Defense in Web Edge Caching Systems.
IEEE Trans. Inf. Forensics Secur., 2026

Split Learning With Local Epoch Regulation and Time-Aware Detection.
IEEE Trans. Dependable Secur. Comput., 2026

KGEES: An Energy Saving System With Location Privacy Preservation in Multi-Access Edge Computing.
IEEE Trans. Dependable Secur. Comput., 2026

EA$^{2}$2-FL: An Efficient and Authentication-Aware Privacy-Preserving Protocol for Federated Learning With Client Dropout Tolerance.
IEEE Trans. Dependable Secur. Comput., 2026

Privacy-preserving federated SAR image target recognition with adaptive resource management in space-air-ground integrated networks.
Pattern Recognit., 2026

Toward Secure SAR Image Generation via Federated Angle-Aware Generative Diffusion Framework.
IEEE Internet Things J., 2026

Octopus: Vehicle-to-Road Collaborative Perception for Autonomous Driving with Closed-Loop Fusion.
Proceedings of the ACM Web Conference 2026, 2026

IRAG: Robust Multimodal Retrieval-Augmented Generation via Hazard Separation.
Proceedings of the ACM Web Conference 2026, 2026

WinFLoRA: Incentivizing Client-Adaptive Aggregation in Federated LoRA under Privacy Heterogeneity.
Proceedings of the ACM Web Conference 2026, 2026

2025
C2lRec: Causal Contrastive Learning for User Cold-start Recommendation with Social Variables.
ACM Trans. Inf. Syst., November, 2025

Human-Centric Service Offloading With CNN Partitioning in Cloud-Edge Computing-Empowered Metaverse Networks.
IEEE Trans. Consumer Electron., November, 2025

Game-Theoretic Safe Multi-Agent Motion Planning with Reachability Analysis for Dynamic and Uncertain Environments (Extended Version).
CoRR, November, 2025

Auctioning Future Services in Edge Networks with Moving Vehicles: N-Step Look-Ahead Contracts for Sustainable Resource Provision.
CoRR, October, 2025

Blockchain-Enabled Secure, Fair, and Scalable Data Sharing in Zero-Trust Edge-End Environment.
IEEE J. Sel. Areas Commun., June, 2025

Digital Twins-Assisted Service Recommendation with Preference Prediction in 6G-Enabled Edge Computing.
IEEE Commun. Mag., March, 2025

Latency- and Privacy-Aware Convolutional Neural Network Distributed Inference for Reliable Artificial Intelligence Systems.
IEEE Trans. Artif. Intell., February, 2025

Privacy-Aware Joint DNN Model Deployment and Partition Optimization for Delay-Efficient Collaborative Edge Inference.
CoRR, February, 2025

Blockchain-enabled decentralized service selection for QoS-aware cloud manufacturing.
Expert Syst. J. Knowl. Eng., January, 2025

Effective Two-Stage Double Auction for Dynamic Resource Provision Over Edge Networks via Discovering the Power of Overbooking.
IEEE Trans. Serv. Comput., 2025

KPath: Dependent and Redundant Task Execution Path Planning in Edge Service Networks.
IEEE Trans. Serv. Comput., 2025

Seamless Graph Task Scheduling Over Dynamic Vehicular Clouds: A Hybrid Methodology for Integrating Pilot and Instantaneous Decisions.
IEEE Trans. Serv. Comput., 2025

Privacy-Aware Joint DNN Model Deployment and Partitioning Optimization for Collaborative Edge Inference Services.
IEEE Trans. Serv. Comput., 2025

Oh-Trust: Overbooking and Hybrid Trading-Empowered Resource Scheduling With Smart Reputation Update Over Dynamic Edge Networks.
IEEE Trans. Emerg. Top. Comput., 2025

Edge Association Strategies for Synthetic Data Empowered Hierarchical Federated Learning With Non-IID Data.
IEEE Internet Things J., 2025

MW-UNet: Multi-Scale Weighted Connection UNet for Identification and Classification of Non-Meteorological Clutter over Big Radar Data.
Big Data Min. Anal., 2025

Edge Unlearning is Not "on Edge"! an Adaptive Exact Unlearning System on Resource-Constrained Devices.
Proceedings of the IEEE Symposium on Security and Privacy, 2025

Unsupervised Backdoor Detection and Mitigation for Spiking Neural Networks.
Proceedings of the 28th International Symposium on Research in Attacks, 2025

Optimizing Energy Efficiency with QoE-Awareness in Multi-Access Edge Computing.
Proceedings of the 33rd IEEE/ACM International Symposium on Quality of Service, 2025

2024
EdgeShield: Enabling Collaborative DDoS Mitigation at the Edge.
IEEE Trans. Mob. Comput., December, 2024

Distributed Edge Caching for Zero Trust-Enabled Connected and Automated Vehicles: A Multi-Agent Reinforcement Learning Approach.
IEEE Wirel. Commun., April, 2024

Unraveling quantum computing system architectures: An extensive survey of cutting-edge paradigms.
Inf. Softw. Technol., March, 2024

A Survey on UAV-Enabled Edge Computing: Resource Management Perspective.
ACM Comput. Surv., March, 2024

Customer Centric Service Caching for Intelligent Cyber-Physical Transportation Systems With Cloud-Edge Computing Leveraging Digital Twins.
IEEE Trans. Consumer Electron., February, 2024

Digital Twin-Assisted Edge Service Caching for Consumer Electronics Manufacturing.
IEEE Trans. Consumer Electron., February, 2024

Matching-Based Hybrid Service Trading for Task Assignment Over Dynamic Mobile Crowdsensing Networks.
IEEE Trans. Serv. Comput., 2024

Evaluation of distributed data processing frameworks in hybrid clouds.
J. Netw. Comput. Appl., 2024

Towards Integrated Fine-tuning and Inference when Generative AI meets Edge Intelligence.
CoRR, 2024

QoE-aware budgeted edge data caching online: A primal-dual approach.
Comput. Networks, 2024

XRL-SHAP-Cache: an explainable reinforcement learning approach for intelligent edge service caching in content delivery networks.
Sci. China Inf. Sci., 2024

GEES: Enabling Location Privacy-Preserving Energy Saving in Multi-Access Edge Computing.
Proceedings of the ACM on Web Conference 2024, 2024

CMCLRec: Cross-modal Contrastive Learning for User Cold-start Sequential Recommendation.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

QoE-Aware Online Auction Mechanism for UAV-enabled Crowd-sensing.
Proceedings of the IEEE International Conference on Web Services, 2024

2023
CHEESE: Distributed Clustering-Based Hybrid Federated Split Learning Over Edge Networks.
IEEE Trans. Parallel Distributed Syst., December, 2023

EESaver: Saving Energy Dynamically for Green Multi-Access Edge Computing.
IEEE Trans. Parallel Distributed Syst., July, 2023

A game theory-based COVID-19 close contact detecting method with edge computing collaboration.
Comput. Commun., July, 2023

Enabling Balanced Data Deduplication in Mobile Edge Computing.
IEEE Trans. Parallel Distributed Syst., May, 2023

OL-EUA: Online User Allocation for NOMA-Based Mobile Edge Computing.
IEEE Trans. Mob. Comput., April, 2023

OL-MEDC: An Online Approach for Cost-Effective Data Caching in Mobile Edge Computing Systems.
IEEE Trans. Mob. Comput., March, 2023

Demand Response in NOMA-Based Mobile Edge Computing: A Two-Phase Game-Theoretical Approach.
IEEE Trans. Mob. Comput., March, 2023

Data Caching Optimization With Fairness in Mobile Edge Computing.
IEEE Trans. Serv. Comput., 2023

Cost-Effective Data Placement in Edge Storage Systems With Erasure Code.
IEEE Trans. Serv. Comput., 2023

Joint Optimization of Coverage and Reliability for Application Placement in Mobile Edge Computing.
IEEE Trans. Serv. Comput., 2023

2022
Spatial-Temporal Edge User Allocation: An Expectation Confirmation Perspective Approach.
IEEE Trans. Netw. Serv. Manag., December, 2022

Auction-Promoted Trading for Multiple Federated Learning Services in UAV-Aided Networks.
IEEE Trans. Veh. Technol., 2022

Cost-Effective Edge Server Network Design in Mobile Edge Computing Environment.
IEEE Trans. Sustain. Comput., 2022

Data Caching Optimization in the Edge Computing Environment.
IEEE Trans. Serv. Comput., 2022

READ: Robustness-Oriented Edge Application Deployment in Edge Computing Environment.
IEEE Trans. Serv. Comput., 2022

Efficient Verification of Edge Data Integrity in Edge Computing Environment.
IEEE Trans. Serv. Comput., 2022

Formulating Cost-Effective Data Distribution Strategies Online for Edge Cache Systems.
IEEE Trans. Parallel Distributed Syst., 2022

Data, User and Power Allocations for Caching in Multi-Access Edge Computing.
IEEE Trans. Parallel Distributed Syst., 2022

Interference-Aware SaaS User Allocation Game for Edge Computing.
IEEE Trans. Cloud Comput., 2022

Dynamic User Allocation in Stochastic Mobile Edge Computing Systems.
Proceedings of the IEEE World Congress on Services, 2022

Formulating Interference-aware Data Delivery Strategies in Edge Storage Systems.
Proceedings of the 51st International Conference on Parallel Processing, 2022

Energy-efficient Edge Server Management for Edge Computing: A Game-theoretical Approach.
Proceedings of the 51st International Conference on Parallel Processing, 2022

2021
Cost-Effective App Data Distribution in Edge Computing.
IEEE Trans. Parallel Distributed Syst., 2021

Online Collaborative Data Caching in Edge Computing.
IEEE Trans. Parallel Distributed Syst., 2021

Constrained App Data Caching over Edge Server Graphs in Edge Computing Environment.
Proceedings of the IEEE World Congress on Services, 2021

QoE-aware Data Caching Optimization with Budget in Edge Computing.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021

Graph-Based Data Deduplication in Mobile Edge Computing Environment.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

2020
Graph-based data caching optimization for edge computing.
Future Gener. Comput. Syst., 2020

QoE-aware user allocation in edge computing systems with dynamic QoS.
Future Gener. Comput. Syst., 2020

Distance-aware Edge User Allocation with QoE Optimization.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Budgeted Data Caching based on k-Median in Mobile Edge Computing.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Robustness-oriented k Edge Server Placement.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

Proactive Data Caching and Replacement in the Edge Computing Environment.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

Optimal Application Deployment in Mobile Edge Computing Environment.
Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019
Graph-Based Optimal Data Caching in Edge Computing.
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019

Edge User Allocation with Dynamic Quality of Service.
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019


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