Siguang Chen

Orcid: 0000-0002-7375-0393

According to our database1, Siguang Chen authored at least 85 papers between 2009 and 2024.

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Bibliography

2024
Prototypes Contrastive Learning Empowered Intelligent Diagnosis for Skin Lesion.
IEEE Internet Things J., November, 2024

Communication-Efficient Personalized Federated Learning With Privacy-Preserving.
IEEE Trans. Netw. Serv. Manag., April, 2024

Compressed-Sensing-Based Practical and Efficient Privacy-Preserving Federated Learning.
IEEE Internet Things J., April, 2024

User satisfaction-based energy-saving computation offloading in fog computing networks.
J. Supercomput., January, 2024

Metadata and Image Features Co-Aware Semi-Supervised Vertical Federated Learning With Attention Mechanism.
IEEE Trans. Veh. Technol., 2024

Amplitude-Aligned Personalization and Robust Aggregation for Federated Learning.
IEEE Trans. Sustain. Comput., 2024

Energy and delay co-aware intelligent computation offloading and resource allocation for fog computing networks.
Multim. Tools Appl., 2024

Trends and Influencing Factors in Problematic Smartphone Use Prevalence (2012-2022): A Systematic Review and Meta-Analysis.
Cyberpsychology Behav. Soc. Netw., 2024

2023
Toward Smart and Efficient Service Systems: Computational Layered Federated Learning Framework.
IEEE Netw., November, 2023

Directional charging-based scheduling strategy for multiple mobile chargers in wireless rechargeable sensor networks.
Ad Hoc Networks, October, 2023

Metadata and Image Features Co-Aware Personalized Federated Learning for Smart Healthcare.
IEEE J. Biomed. Health Informatics, August, 2023

Skin Lesion Intelligent Diagnosis in Edge Computing Networks: An FCL Approach.
ACM Trans. Intell. Syst. Technol., August, 2023

Twin delayed deep deterministic policy gradient-based intelligent computation offloading for IoT.
Digit. Commun. Networks, August, 2023

UAV Dispatch Planning for a Wireless Rechargeable Sensor Network for Bridge Monitoring.
IEEE Trans. Sustain. Comput., 2023

Uncertainty Minimization for Personalized Federated Semi-Supervised Learning.
IEEE Trans. Netw. Sci. Eng., 2023

RFID-Based Human Action Recognition Through Spatiotemporal Graph Convolutional Neural Network.
IEEE Internet Things J., 2023

Wear-free indoor fall detection based on RFID and deep residual networks.
Int. J. Commun. Syst., 2023

Discrepancy-Aware Federated Learning for Non-IID Data.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Efficient Privacy-Preserving Federated Learning Against Inference Attacks for IoT.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Dual Aggregated Federated Learning with Depthwise Separable Convolution for Smart Healthcare.
Proceedings of the IEEE International Conference on Communications, 2023

microGEMM: An Effective CNN-Based Inference Acceleration for Edge Computing.
Proceedings of the IEEE International Conference on Communications, 2023

Decentralized Two-Stage Federated Learning with Knowledge Transfer.
Proceedings of the IEEE International Conference on Communications, 2023

Robust Federated Learning with Parameter Classification and Weighted Aggregation Against Noisy Labels.
Proceedings of the IEEE Global Communications Conference, 2023

FedAC: Satellite-Terrestrial Collaborative Federated Learning with Alternating Contrastive Training.
Proceedings of the IEEE Global Communications Conference, 2023

Dynamic Privacy-Enhanced Federated Learning Algorithm Based on Gradients Perturbation.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

2022
DDPG-based intelligent rechargeable fog computation offloading for IoT.
Wirel. Networks, 2022

Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2022

Research on the quality of information disclosure and the registration prediction of the Sci-Tech Innovation Board enterprises based on text classification.
Proceedings of the 9th International Conference on Information Technology and Quantitative Management, 2022

Improved Particle Swarm Optimization-Based Computation Offloading and Caching Decision for Internet of Things.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2022

Double Perturbation-Based Privacy-Preserving Federated Learning against Inference Attack.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Edge Blockchain Assisted Lightweight Privacy-Preserving Data Aggregation for Smart Grid.
IEEE Trans. Netw. Serv. Manag., 2021

Transfer Learning-Based Intelligent Diagnosis for Skin Lesion in Cloud-Edge Computing Networks.
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

Contrastive Learning Based Intelligent Skin Lesion Diagnosis in Edge Computing Networks.
Proceedings of the IEEE Global Communications Conference, 2021

2020
Efficient Privacy Preserving Data Collection and Computation Offloading for Fog-Assisted IoT.
IEEE Trans. Sustain. Comput., 2020

Fog-based Optimized Kronecker-Supported Compression Design for Industrial IoT.
IEEE Trans. Sustain. Comput., 2020

Energy-Optimal Dynamic Computation Offloading for Industrial IoT in Fog Computing.
IEEE Trans. Green Commun. Netw., 2020

Cooperative caching game based on social trust for D2D communication networks.
Int. J. Commun. Syst., 2020

Layered data aggregation with efficient privacy preservation for fog-assisted IIoT.
Int. J. Commun. Syst., 2020

Latency-minimum offloading decision and resource allocation for fog-enabled Internet of Things networks.
Trans. Emerg. Telecommun. Technol., 2020

Spatiotemporal charging scheduling in wireless rechargeable sensor networks.
Comput. Commun., 2020

Privacy and Energy Co-Aware Data Aggregation Computation Offloading for Fog-Assisted IoT Networks.
IEEE Access, 2020

Cooperative Jamming Algorithm Based on Trust Update.
Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2020

2019
Fairness Analysis of Inter-cell Relay in Downlink OFDMA Cellular Networks.
Wirel. Pers. Commun., 2019

Improving physical layer security and efficiency in D2D underlay communication.
Wirel. Networks, 2019

A hierarchical adaptive spatio-temporal data compression scheme for wireless sensor networks.
Wirel. Networks, 2019

Hybrid Location-based Recommender System for Mobility and Travel Planning.
Mob. Networks Appl., 2019

基于SDN的负载均衡网络控制器算法 (SDN-based Network Controller Algorithm for Load Balancing).
计算机科学, 2019

Layered adaptive compression design for efficient data collection in industrial wireless sensor networks.
J. Netw. Comput. Appl., 2019

Social Trusted D2D Seed Node Cluster Generation Strategy.
Proceedings of the Wireless and Satellite Systems, 2019

Energy and Delay Co-aware Computation Offloading with Deep Learning in Fog Computing Networks.
Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

A Review on Technology, Management and Application of Data Fusion in the Background of Big Data.
Proceedings of the Data Science - 6th International Conference, 2019

DUE Distribution and Pairing in D2D Communication.
Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

Delay Guaranteed Energy-Efficient Computation Offloading for Industrial IoT in Fog Computing.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Distributed Node Selection Algorithm for Physical Layer Security in D2D Network.
Proceedings of the 2019 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2019

2018
Performance analysis of load balancing in OFDMA cellular networks with inter-cell relay.
Int. J. Commun. Syst., 2018

Accelerated Sampling Optimization for RF Energy Harvesting Wireless Sensor Network.
IEEE Access, 2018

Energy-Efficient Data Collection Scheme for Environmental Quality Management in Buildings.
IEEE Access, 2018

Layered Compression Scheme for Efficient Data Collection of Sensory Data.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

Cluster-Aware Kronecker Supported Data Collection for Sensory Data.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

Fog Computing Based Optimized Compressive Data Collection for Big Sensory Data.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Fog Computing Assisted Efficient Privacy Preserving Data Collection for Big Sensory Data.
Proceedings of the IEEE Global Communications Conference, 2018

A Social-Aware Mode Selection Algorithm for D2D Communications.
Proceedings of the Communications, Signal Processing, and Systems, 2018

2017
Downlink Subcarriers Required Analysis for Two-Hop OFDMA Cellular System.
Wirel. Pers. Commun., 2017

Uplink Capacity of Two-Hop Relay TDD-CDMA Cellular Networks with Time-Slot Scheduling.
Wirel. Pers. Commun., 2017

Accelerated Distributed Optimization Design for Reconstruction of Big Sensory Data.
IEEE Internet Things J., 2017

Concurrent transmission mechanism to mitigate pan-exposed-node problems in wireless sensor networks.
Int. J. Distributed Sens. Networks, 2017

Promoting Security and Efficiency in D2D Underlay Communication: A Bargaining Game Approach.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

A Heuristic D2D Communication Mode Selection Algorithm.
Proceedings of the 2017 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2017

2016
Data Sorting-based Adaptive Spatial Compression in Wireless Sensor Networks.
KSII Trans. Internet Inf. Syst., 2016

Compressive network coding for wireless sensor networks: Spatio-temporal coding and optimization design.
Comput. Networks, 2016

DCT-Based Adaptive Data Compression in Wireless Sensor Networks.
Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

A LEAP PLUS Key Management Scheme with Sliding Time Interval.
Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2016

2015
移动多跳中继网络中的混合式认证延时性能分析 (Performance Analysis of Time-delay of Hybrid Authentication in Mobile Multihop Relay Networks).
计算机科学, 2015

LKM: A LDA-Based <i>K</i>-Means Clustering Algorithm for Data Analysis of Intrusion Detection in Mobile Sensor Networks.
Int. J. Distributed Sens. Networks, 2015

Combining network coding and compressed sensing for error correction in wireless sensor networks.
Int. J. Commun. Syst., 2015

Clustered Spatio-Temporal Compression Design for Wireless Sensor Networks.
Proceedings of the 24th International Conference on Computer Communication and Networks, 2015

2014
Compressive network coding for error control in wireless sensor networks.
Wirel. Networks, 2014

2013
Secret Error Control Codes Against Malicious Attacks in Random Multisource Network Coding.
Wirel. Pers. Commun., 2013

Traffic Prediction-Based Fast Rerouting Algorithm for Wireless Multimedia Sensor Networks.
Int. J. Distributed Sens. Networks, 2013

Counteracting malicious adversaries via secret and reliable coding mechanism in random network coding.
Int. J. Commun. Syst., 2013

2012
Compressed error and erasure correcting codes via rank-metric codes in random network coding.
Int. J. Commun. Syst., 2012

Network Coding-Based Mutual Anonymity Communication Protocol for Mobile P2P Networks.
Proceedings of the 11th IEEE International Conference on Trust, 2012

2010
Resisting Malicious Attacks via Secure Network Coding and Incentive Compatible Mechanism in Multihop Wireless Networks.
J. Comput., 2010

Game theoretic approach in multipath routing for tradeoff between routing security and performance.
Proceedings of the 2010 14th International Conference on Computer Supported Cooperative Work in Design, 2010

2009
A New Hierarchical Network Coordinate Algorithm Based on Community Structure.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009


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