Xiuhua Li

Orcid: 0000-0001-9041-0297

Affiliations:
  • Chongqing University, School of Big Data and Software Engineering, China
  • University of British Columbia, Department of Electrical and Computer Engineering, Vancouver, Canada (PhD 2018)


According to our database1, Xiuhua Li authored at least 119 papers between 2014 and 2026.

Collaborative distances:

Timeline

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Bibliography

2026
Energy-efficient user allocation and cache updating in mobile edge computing networks based on user geographical aggregation.
J. Cloud Comput., December, 2026

Energy-Efficient Adaptive Batching for Federated Learning via Gradient Noise Scale Measurement in Mobile Edge Computing Networks.
IEEE Trans. Mob. Comput., April, 2026

Adaptive Model Partitioning and Pruning for Collaborative DNN Inference in Mobile Edge-Cloud Computing Networks.
IEEE Trans. Mob. Comput., March, 2026

Group-Based Federated Learning With Cost-Efficient Sampling Mechanism in Mobile Edge Computing Networks.
IEEE Trans. Mob. Comput., February, 2026

IRS-Assisted Secure Computation Offloading in Multi-Region Mobile Edge Computing via Multi-Agent Deep Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng., 2026

IKENGA: Infeasibility Knowledge-Enhanced Genetic Algorithm for Virtual Network Embedding.
IEEE Trans. Green Commun. Netw., 2026

Edge-Enhanced Intelligence: A Comprehensive Survey of Large Language Models and Edge-Cloud Computing Synergy.
IEEE Commun. Surv. Tutorials, 2026

2025
Energy-Friendly Federated Neural Architecture Search for Industrial Cyber-Physical Systems.
IEEE J. Sel. Areas Commun., October, 2025

Joint Class-Balanced Client Selection and Bandwidth Allocation for Cost-Efficient Federated Learning in Mobile Edge Computing Networks.
IEEE Trans. Mob. Comput., July, 2025

DRL-Based Time-Varying Workload Scheduling With Priority and Resource Awareness.
IEEE Trans. Netw. Serv. Manag., June, 2025

Graph neural network for fraud detection via context encoding and adaptive aggregation.
Expert Syst. Appl., 2025

LLM-Guided Soft Actor-Critic for Resource Allocation in Mobile Edge Computing Networks.
Proceedings of the Network and Parallel Computing, 2025

HyperJet: Joint Communication and Computation Scheduling for Hypergraph Tasks in Distributed Edge Computing.
Proceedings of the IEEE INFOCOM 2025, 2025

Cluster-Based Device Scheduling Design for Semi-Asynchronous Federated Learning in Mobile Edge Computing Networks.
Proceedings of the IEEE International Conference on Communications, 2025

Joint Model Compression and Knowledge Distillation for On-Demand DNN Inference Based on End-Edge Collaboration.
Proceedings of the IEEE International Conference on Communications, 2025

SCPT: A Spatio-Temporal-Request Computing Power Trading Framework Based on Discriminatory Auction Mechanism in Edge-Cloud Service Market.
Proceedings of the 2025 IEEE Global Communications Conference, 2025

Joint Client Selection and Gradient Optimization for Energy-Efficient Federated Learning in Mobile Edge Computing Networks.
Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2025

2024
Dependency-Aware Microservice Deployment for Edge Computing: A Deep Reinforcement Learning Approach With Network Representation.
IEEE Trans. Mob. Comput., December, 2024

Distributed DNN Inference With Fine-Grained Model Partitioning in Mobile Edge Computing Networks.
IEEE Trans. Mob. Comput., October, 2024

Low-power secure caching strategy for Internet of vehicles.
Wirel. Networks, August, 2024

Dependency-aware task offloading based on deep reinforcement learning in mobile edge computing networks.
Wirel. Networks, August, 2024

Transfer Learning for Real-Time Surface Defect Detection With Multi-Access Edge-Cloud Computing Networks.
IEEE Trans. Netw. Serv. Manag., February, 2024

Hierarchical Deep Reinforcement Learning for Joint Service Caching and Computation Offloading in Mobile Edge-Cloud Computing.
IEEE Trans. Serv. Comput., 2024

Cooperative Computation Offloading for Multi-Access Edge Computing in 6G Mobile Networks via Soft Actor Critic.
IEEE Trans. Netw. Sci. Eng., 2024

Intelligent Content Caching and User Association in Mobile Edge Computing Networks for Smart Cities.
IEEE Trans. Netw. Sci. Eng., 2024

Collaborative DNNs Inference with Joint Model Partition and Compression in Mobile Edge-Cloud Computing Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Multi-Agent Deep Reinforcement Learning for Computation Offloading in Multi-IRS Assisted Mobile Edge Computing Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Semi-Asynchronous Federated Learning with Trajectory Prediction for Vehicular Edge Computing.
Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

Network Traffic Prediction Using PSO-LightGBM- TM.
Proceedings of the IEEE INFOCOM 2024, 2024

F<sup>2</sup>NAS: Flexible Federated Neural Architecture Search in Green Edge Computing.
Proceedings of the IEEE International Conference on Communications, 2024

Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks.
Proceedings of the IEEE International Conference on Communications, 2024

Energy-Efficient User Allocation and Content Updating in Mobile Edge Computing Networks.
Proceedings of the IEEE International Conference on Communications, 2024

Crossl.earning: Vertical and Horizontal Learning for Request Scheduling in Edge-Cloud Systems.
Proceedings of the IEEE International Conference on Communications, 2024

Competitive and Cooperative Computation Offloading for Intensive Heterogeneous Tasks in Vehicular Edge Computing Networks.
Proceedings of the IEEE International Conference on Communications, 2024

2023
COCAM: a cooperative video edge caching and multicasting approach based on multi-agent deep reinforcement learning in multi-clouds environment.
J. Cloud Comput., December, 2023

OA-Cache: Oracle Approximation-Based Cache Replacement at the Network Edge.
IEEE Trans. Netw. Serv. Manag., September, 2023

Federated Deep Reinforcement Learning for Recommendation-Enabled Edge Caching in Mobile Edge-Cloud Computing Networks.
IEEE J. Sel. Areas Commun., March, 2023

Task Offloading for Deep Learning Empowered Automatic Speech Analysis in Mobile Edge-Cloud Computing Networks.
IEEE Trans. Cloud Comput., 2023

Deep Reinforcement Learning for Joint Service Placement and Request Scheduling in Mobile Edge Computing Networks.
Proceedings of the IEEE Symposium on Computers and Communications, 2023

Energy-Efficient Dynamic Asynchronous Federated Learning in Mobile Edge Computing Networks.
Proceedings of the IEEE International Conference on Communications, 2023

2022
DRL-D: Revenue-Aware Online Service Function Chain Deployment via Deep Reinforcement Learning.
IEEE Trans. Netw. Serv. Manag., December, 2022

Sleeping Cell Detection for Resiliency Enhancements in 5G/B5G Mobile Edge-Cloud Computing Networks.
ACM Trans. Sens. Networks, 2022

Multi-User QoE Enhancement: Federated Multi-Agent Reinforcement Learning for Cooperative Edge Intelligence.
IEEE Netw., 2022

A General Matrix Factorization Framework for Recommender Systems in Multi-access Edge Computing Network.
Mob. Networks Appl., 2022

SocialLGN: Light graph convolution network for social recommendation.
Inf. Sci., 2022

Deep Reinforcement Learning for Energy-Efficient Computation Offloading in Mobile-Edge Computing.
IEEE Internet Things J., 2022

Connecting latent relationships over heterogeneous attributed network for recommendation.
Appl. Intell., 2022

PRAD: Unsupervised KPI Anomaly Detection by Joint Prediction and Reconstruction of Multivariate Time Series.
Proceedings of the IEEE Smartworld, 2022

Deep Reinforcement Learning for Dependency-aware Microservice Deployment in Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Socialized Learning for Smart Cities: Cognitive Paradigm, Methodology, and Solution.
IEEE Wirel. Commun., 2021

PA-Cache: Evolving Learning-Based Popularity- Aware Content Caching in Edge Networks.
IEEE Trans. Netw. Serv. Manag., 2021

Caching Transient Content for IoT Sensing: Multi-Agent Soft Actor-Critic.
IEEE Trans. Commun., 2021

Federated-Learning-Empowered Collaborative Data Sharing for Vehicular Edge Networks.
IEEE Netw., 2021

Intelligence-Empowered Mobile Edge Computing: Framework, Issues, Implementation, and Outlook.
IEEE Netw., 2021

Attention-Weighted Federated Deep Reinforcement Learning for Device-to-Device Assisted Heterogeneous Collaborative Edge Caching.
IEEE J. Sel. Areas Commun., 2021

Connecting Latent ReLationships over Heterogeneous Attributed Network for Recommendation.
CoRR, 2021

Policy Network Assisted Monte Carlo Tree Search for Intelligent Service Function Chain Deployment.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Dependency-Aware Hybrid Task Offloading in Mobile Edge Computing Networks.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Energy-Time Efficient Task Offloading for Mobile Edge Computing in Hot-Spot Scenarios.
Proceedings of the ICC 2021, 2021

DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning.
Proceedings of the ICC 2021, 2021

2020
Advances and Emerging Challenges in Cognitive Internet-of-Things.
IEEE Trans. Ind. Informatics, 2020

Joint Long-Term Cache Updating and Short-Term Content Delivery in Cloud-Based Small Cell Networks.
IEEE Trans. Commun., 2020

Towards Pricing for Sensor-Cloud.
IEEE Trans. Cloud Comput., 2020

Spectrum Optimization for Satellite Communication Systems With Heterogeneous User Preferences.
IEEE Syst. J., 2020

STCS: Spatial-Temporal Collaborative Sampling in Flow-Aware Software Defined Networks.
IEEE J. Sel. Areas Commun., 2020

Anchor Vertex Selection for Enhanced Reliability of Traffic Offloading Service in Edge-Enabled Mobile P2P Social Networks.
J. Commun. Inf. Networks, 2020

Federated Deep Reinforcement Learning for Internet of Things With Decentralized Cooperative Edge Caching.
IEEE Internet Things J., 2020

Blockchain-Based Approach for Securing Spectrum Trading in Multibeam Satellite Systems.
CoRR, 2020

PA-Cache: Learning-based Popularity-Aware Content Caching in Edge Networks.
CoRR, 2020

Application and evaluation of payment channel in hybrid decentralized ethereum token exchange.
Blockchain Res. Appl., 2020

Convergence of Recommender Systems and Edge Computing: A Comprehensive Survey.
IEEE Access, 2020

Task Offloading for End-Edge-Cloud Orchestrated Computing in Mobile Networks.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Edge Caching Replacement Optimization for D2D Wireless Networks via Weighted Distributed DQN.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Ensemble Learning Based Sleeping Cell Detection in Cloud Radio Access Networks.
Proceedings of the IEEE Symposium on Computers and Communications, 2020

Task Offloading for Automatic Speech Recognition in Edge-Cloud Computing Based Mobile Networks.
Proceedings of the IEEE Symposium on Computers and Communications, 2020

Deep Reinforcement Learning for IoT Networks: Age of Information and Energy Cost Tradeoff.
Proceedings of the IEEE Global Communications Conference, 2020

GCN-TD: A Learning-based Approach for Service Function Chain Deployment on the Fly.
Proceedings of the IEEE Global Communications Conference, 2020

Mobility-Aware Content Caching and User Association for Ultra-Dense Mobile Edge Computing Networks.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Exploiting Mobile Social Networks From Temporal Perspective: A Survey.
IEEE Access, 2019

NA-Caching: An Adaptive Content Management Approach Based on Deep Reinforcement Learning.
IEEE Access, 2019

Deep Reinforcement Learning for Cooperative Edge Caching in Future Mobile Networks.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Joint Long-Term Cache Allocation and Short-Term Content Delivery in Green Cloud Small Cell Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

A Payment Channel Based Hybrid Decentralized Ethereum Token Exchange.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2019

Latency Driven Fronthaul Bandwidth Allocation and Cooperative Beamforming for Cache-enabled Cloud-based Small Cell Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

Popularity-prediction-driven hierarchical caching in fog-cloud based radio access networks.
Proceedings of the ACM Turing Celebration Conference - China, 2019

2018
A Secure and Scalable Data Communication Scheme in Smart Grids.
Wirel. Commun. Mob. Comput., 2018

Joint User Association and User Scheduling for Load Balancing in Heterogeneous Networks.
IEEE Trans. Wirel. Commun., 2018

Dynamic Spectrum Access Networks With Heterogeneous Users: How to Price the Spectrum?
IEEE Trans. Veh. Technol., 2018

Hierarchical Edge Caching in Device-to-Device Aided Mobile Networks: Modeling, Optimization, and Design.
IEEE J. Sel. Areas Commun., 2018

Resource allocation for cache-enabled cloud-based small cell networks.
Comput. Commun., 2018

A Survey on Mobile Data Offloading Technologies.
IEEE Access, 2018

Data Offloading Techniques Through Vehicular Ad Hoc Networks: A Survey.
IEEE Access, 2018

Q-Learning Based Edge Caching Optimization for D2D Enabled Hierarchical Wireless Networks.
Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2018

2017
Collaborative Multi-Tier Caching in Heterogeneous Networks: Modeling, Analysis, and Design.
IEEE Trans. Wirel. Commun., 2017

Robust Optimization of SC-FDE-Based Multihop DF Relay Systems With Imperfect CSI.
IEEE Trans. Veh. Technol., 2017

A Fairness-Aware Pricing Methodology for Revenue Enhancement in Service Cloud Infrastructure.
IEEE Syst. J., 2017

Optimizing power allocation in wireless networks: Are the implicit constraints really redundant?
Comput. Commun., 2017

CaaS: Caching as a Service for 5G Networks.
IEEE Access, 2017

Resource Allocation for Content Delivery in Cache-Enabled OFDMA Small Cell Networks.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Collaborative hierarchical caching in cloud radio access networks.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Collaborative hierarchical caching for traffic offloading in heterogeneous networks.
Proceedings of the IEEE International Conference on Communications, 2017

2016
Energy Efficiency Optimization: Joint Antenna-Subcarrier-Power Allocation in OFDM-DASs.
IEEE Trans. Wirel. Commun., 2016

Weighted network traffic offloading in cache-enabled heterogeneous networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Joint User Association and Scheduling for Load Balancing in Heterogeneous Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Optimizing Power Allocation in Wireless Networks: Are the Implicit Constraints Really Redundant?
Proceedings of the Ad Hoc Networks - 8th International Conference, 2016

2015
Artificial Intelligence-Based Techniques for Emerging Heterogeneous Network: State of the Arts, Opportunities, and Challenges.
IEEE Access, 2015

Opportunistic fair resource sharing with secrecy considerations in uplink wiretap channels.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

MCG Test-bed: an Experimental Test-bed for Mobile Cloud Gaming.
Proceedings of the 2nd Workshop on Mobile Gaming, MobiGames@MobiSys 2015, Florence, Italy, 2015

TASA: traffic offloading by tag-assisted social-aware opportunistic sharing in mobile social networks.
Proceedings of the 2015 IEEE International Workshop on Local and Metropolitan Area Networks, 2015

Trust assistance in Sensor-Cloud.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Caching-as-a-Service: Virtual caching framework in the cloud-based mobile networks.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Delay performance analysis of cooperative cell caching in future mobile networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

A Framework of Cooperative Cell Caching for the Future Mobile Networks.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Pricing Models for Sensor-Cloud.
Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

Transmit-time allocation in wireless sensor relay transmission with energy fairness.
Proceedings of the 10th International Conference on Communications and Networking in China, 2015

Power optimization in cognitive networks with hybrid intelligent algorithms.
Proceedings of the 10th International Conference on Communications and Networking in China, 2015

2014
Hybrid-Optimization-Based Power Allocation for Cognitive Relay Transmission.
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

Max-Min Fair Resource Allocation for Min-Rate Guaranteed Services in Distributed Antenna Systems.
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

Job Scheduling for Cloud Computing Integrated with Wireless Sensor Network.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014


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