Siguang Chen

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 71

Top Topics

Data Collection

Privacy Preserving

Sensor Networks

Top Venues

Int. J. Commun. Syst.

Publications

Siguang Chen, Yifeng Miao, Xue Li, Chuanxin Zhao
Compressed-Sensing-Based Practical and Efficient Privacy-Preserving Federated Learning. IEEE Internet Things J. 11 (8) (2024)
Yongqi Jiang, Siguang Chen, Xiangwen Bao
Amplitude-Aligned Personalization and Robust Aggregation for Federated Learning. IEEE Trans. Sustain. Comput. 9 (3) (2024)
Qun Li, Bei Tang, Jianxin Li, Siguang Chen
User satisfaction-based energy-saving computation offloading in fog computing networks. J. Supercomput. 80 (1) (2024)
Siguang Chen, Qian Wang, Xi Zhu
Energy and delay co-aware intelligent computation offloading and resource allocation for fog computing networks. Multim. Tools Appl. 83 (19) (2024)
Siguang Chen, Tong Jin, Yanyan Xia, Xue Li
Metadata and Image Features Co-Aware Semi-Supervised Vertical Federated Learning With Attention Mechanism. IEEE Trans. Veh. Technol. 73 (2) (2024)
Qian Wang, Siguang Chen, Meng Wu
Communication-Efficient Personalized Federated Learning With Privacy-Preserving. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Yanhang Shi, Xue Li, Siguang Chen
Toward Smart and Efficient Service Systems: Computational Layered Federated Learning Framework. IEEE Netw. 37 (6) (2023)
Yuhao Zhao, Siguang Chen
Dynamic Privacy-Enhanced Federated Learning Algorithm Based on Gradients Perturbation. CSCWD (2023)
Chuanxin Zhao, Pengfei Zhu, Na Zhang, Siguang Chen, Xing Shao, Yang Wang
Directional charging-based scheduling strategy for multiple mobile chargers in wireless rechargeable sensor networks. Ad Hoc Networks 149 (2023)
Yanyan Xia, Siguang Chen
Dual Aggregated Federated Learning with Depthwise Separable Convolution for Smart Healthcare. ICC (2023)
Yanhang Shi, Siguang Chen, Haijun Zhang
Uncertainty Minimization for Personalized Federated Semi-Supervised Learning. IEEE Trans. Netw. Sci. Eng. 10 (2) (2023)
Qun Li, Congying Duan, Siguang Chen
Robust Federated Learning with Parameter Classification and Weighted Aggregation Against Noisy Labels. GLOBECOM (2023)
Yifeng Miao, Siguang Chen
Efficient Privacy-Preserving Federated Learning Against Inference Attacks for IoT. WCNC (2023)
Chuanxin Zhao, Long Wang, Fei Xiong, Siguang Chen, Jian Su, He Xu
RFID-Based Human Action Recognition Through Spatiotemporal Graph Convolutional Neural Network. IEEE Internet Things J. 10 (22) (2023)
Tong Jin, Siguang Chen
Decentralized Two-Stage Federated Learning with Knowledge Transfer. ICC (2023)
Zheng Liu, Wei Chen, Kai Qian, Haodong Lu, Yinqiu Liu, Siguang Chen, Kun Wang
microGEMM: An Effective CNN-Based Inference Acceleration for Edge Computing. ICC (2023)
Chuanxin Zhao, Jihong Zhu, Zhiqiang Xu, Siguang Chen, Fulong Chen, Taochun Wang
Wear-free indoor fall detection based on RFID and deep residual networks. Int. J. Commun. Syst. 36 (10) (2023)
Jianhua Shen, Siguang Chen
Discrepancy-Aware Federated Learning for Non-IID Data. WCNC (2023)
Congying Duan, Qun Li, Siguang Chen
FedAC: Satellite-Terrestrial Collaborative Federated Learning with Alternating Contrastive Training. GLOBECOM (2023)
Yanhang Shi, Xue Li, Siguang Chen
Skin Lesion Intelligent Diagnosis in Edge Computing Networks: An FCL Approach. ACM Trans. Intell. Syst. Technol. 14 (4) (2023)
Siguang Chen, Bei Tang, Kun Wang
Twin delayed deep deterministic policy gradient-based intelligent computation offloading for IoT. Digit. Commun. Networks 9 (4) (2023)
Chuanxin Zhao, Yang Wang, Xin Zhang, Siguang Chen, Changzhi Wu, Kok Lay Teo
UAV Dispatch Planning for a Wireless Rechargeable Sensor Network for Bridge Monitoring. IEEE Trans. Sustain. Comput. 8 (2) (2023)
Tong Jin, Shujia Pan, Xue Li, Siguang Chen
Metadata and Image Features Co-Aware Personalized Federated Learning for Smart Healthcare. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Yongqi Jiang, Yanhang Shi, Siguang Chen
Double Perturbation-Based Privacy-Preserving Federated Learning against Inference Attack. GLOBECOM (2022)
Siguang Chen, Aihua Li, Yibei Chu, Sijing Yang, Sihan Yao
Research on the quality of information disclosure and the registration prediction of the Sci-Tech Innovation Board enterprises based on text classification. ITQM (2022)
Siguang Chen, Jiamin Chen, Yifeng Miao, Qian Wang, Chuanxin Zhao
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Yanhang Shi, Siguang Chen, Haijun Zhang
Uncertainty Minimization for Personalized Federated Semi-Supervised Learning. CoRR (2022)
Siguang Chen, Xinwei Ge, Qian Wang, Yifeng Miao, Xiukai Ruan
DDPG-based intelligent rechargeable fog computation offloading for IoT. Wirel. Networks 28 (7) (2022)
Ke Yuan, Siguang Chen
Improved Particle Swarm Optimization-Based Computation Offloading and Caching Decision for Internet of Things. ICCC (2022)
Minjie Gu, Xue Li, Siguang Chen
Transfer Learning-Based Intelligent Diagnosis for Skin Lesion in Cloud-Edge Computing Networks. WCSP (2021)
Weifeng Lu, Zhihao Ren, Jia Xu, Siguang Chen
Edge Blockchain Assisted Lightweight Privacy-Preserving Data Aggregation for Smart Grid. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Yanhang Shi, Congying Duan, Siguang Chen
Contrastive Learning Based Intelligent Skin Lesion Diagnosis in Edge Computing Networks. GLOBECOM (2021)
Siguang Chen, Zhihao Wang, Haijun Zhang, Geng Yang, Kun Wang
Fog-based Optimized Kronecker-Supported Compression Design for Industrial IoT. IEEE Trans. Sustain. Comput. 5 (1) (2020)
Qian Wang, Siguang Chen
Latency-minimum offloading decision and resource allocation for fog-enabled Internet of Things networks. Trans. Emerg. Telecommun. Technol. 31 (12) (2020)
Siguang Chen, Xi Zhu, Haijun Zhang, Chuanxin Zhao, Geng Yang, Kun Wang
Efficient Privacy Preserving Data Collection and Computation Offloading for Fog-Assisted IoT. IEEE Trans. Sustain. Comput. 5 (4) (2020)
Siguang Chen, Yimin Zheng, Weifeng Lu, Vijayakumar Varadarajan, Kun Wang
Energy-Optimal Dynamic Computation Offloading for Industrial IoT in Fog Computing. IEEE Trans. Green Commun. Netw. 4 (2) (2020)
Weifeng Lu, Zhihao Ren, Jia Xu, Siguang Chen
Cooperative Jamming Algorithm Based on Trust Update. CyberC (2020)
Siguang Chen, Zihui You, Xiukai Ruan
Privacy and Energy Co-Aware Data Aggregation Computation Offloading for Fog-Assisted IoT Networks. IEEE Access 8 (2020)
Weifeng Lu, Mingqi Zhu, Jia Xu, Siguang Chen, Lijun Yang, Jian Xu
Cooperative caching game based on social trust for D2D communication networks. Int. J. Commun. Syst. 33 (9) (2020)
Chuanxin Zhao, Hengjing Zhang, Fulong Chen, Siguang Chen, Changzhi Wu, Taochun Wang
Spatiotemporal charging scheduling in wireless rechargeable sensor networks. Comput. Commun. 152 (2020)
Yalan Li, Siguang Chen, Chuanxin Zhao, Weifeng Lu
Layered data aggregation with efficient privacy preservation for fog-assisted IIoT. Int. J. Commun. Syst. 33 (9) (2020)
Siguang Chen, Yimin Zheng, Kun Wang, Weifeng Lu
Delay Guaranteed Energy-Efficient Computation Offloading for Industrial IoT in Fog Computing. ICC (2019)
Xi Zhu, Siguang Chen, Songle Chen, Geng Yang
Energy and Delay Co-aware Computation Offloading with Deep Learning in Fog Computing Networks. IPCCC (2019)
Siguang Chen, Aihua Li
A Review on Technology, Management and Application of Data Fusion in the Background of Big Data. ICDS (2019)
Weifeng Lu, Mingqi Zhu, Siguang Chen, Lijun Yang
Fairness Analysis of Inter-cell Relay in Downlink OFDMA Cellular Networks. Wirel. Pers. Commun. 107 (1) (2019)
Weifeng Lu, Xiaoqiang Ren, Jia Xu, Siguang Chen, Lijun Yang, Jian Xu
Social Trusted D2D Seed Node Cluster Generation Strategy. WISATS (2) (2019)
Logesh Ravi, V. Subramaniyaswamy, Varadarajan Vijayakumar, Siguang Chen, A. Karmel, Malathi Devarajan
Hybrid Location-based Recommender System for Mobility and Travel Planning. Mob. Networks Appl. 24 (4) (2019)
Haoming Dou, Hui Jiang, Siguang Chen
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 46 (6A) (2019)
Weifeng Lu, Mingji Wang, Jia Xu, Siguang Chen, Lijun Yang, Jian Xu
Distributed Node Selection Algorithm for Physical Layer Security in D2D Network. CyberC (2019)
Weifeng Lu, Xiaoqiang Ren, Jia Xu, Siguang Chen, Lijun Yang, Jian Xu
DUE Distribution and Pairing in D2D Communication. ICCCN (2019)
Weifeng Lu, Xin Zheng, Jia Xu, Siguang Chen, Lijun Yang
Improving physical layer security and efficiency in D2D underlay communication. Wirel. Networks 25 (8) (2019)
Siguang Chen, Shujun Zhang, Xiaoyao Zheng, Xiukai Ruan
Layered adaptive compression design for efficient data collection in industrial wireless sensor networks. J. Netw. Comput. Appl. 129 (2019)
Siguang Chen, Jincheng Liu, Kun Wang, Meng Wu
A hierarchical adaptive spatio-temporal data compression scheme for wireless sensor networks. Wirel. Networks 25 (1) (2019)
Siguang Chen, Zhihao Wang, Kewei Sha
Cluster-Aware Kronecker Supported Data Collection for Sensory Data. ICCCN (2018)
Weifeng Lu, Siguang Chen, Lijun Yang
Performance analysis of load balancing in OFDMA cellular networks with inter-cell relay. Int. J. Commun. Syst. 31 (2) (2018)
Weifeng Lu, Weijun Lin, Siguang Chen, Lijun Yang
A Social-Aware Mode Selection Algorithm for D2D Communications. CSPS (1) (2018)
Siguang Chen, Shujun Zhang, Bin Xu, Jing Hu, Vijayakumar Varadarajan
Layered Compression Scheme for Efficient Data Collection of Sensory Data. ICCCN (2018)
Siguang Chen, Lingling Du, Kun Wang, Weifeng Lu
Fog Computing Based Optimized Compressive Data Collection for Big Sensory Data. ICC (2018)
Siguang Chen, Jiasheng Zhou, Xiaoyao Zheng, Xiukai Ruan
Energy-Efficient Data Collection Scheme for Environmental Quality Management in Buildings. IEEE Access 6 (2018)
Siguang Chen, Xi Zhu, Xuejian Zhao, Haijun Zhang, Kun Wang, Geng Yang
Fog Computing Assisted Efficient Privacy Preserving Data Collection for Big Sensory Data. GLOBECOM (2018)
Chuanxin Zhao, Siguang Chen, Changzhi Wu, Fulong Chen, Yi-mu Ji
Accelerated Sampling Optimization for RF Energy Harvesting Wireless Sensor Network. IEEE Access 6 (2018)
Weifeng Lu, Li Yang, Siguang Chen, Liwen He
Downlink Subcarriers Required Analysis for Two-Hop OFDMA Cellular System. Wirel. Pers. Commun. 95 (2) (2017)
Xuejian Zhao, Siguang Chen, Jing Guo, Han Hu, Zhixin Sun
Concurrent transmission mechanism to mitigate pan-exposed-node problems in wireless sensor networks. Int. J. Distributed Sens. Networks 13 (3) (2017)
Siguang Chen, Kun Wang, Chuanxin Zhao, Haijun Zhang, Yanfei Sun
Accelerated Distributed Optimization Design for Reconstruction of Big Sensory Data. IEEE Internet Things J. 4 (5) (2017)
Qihua Zhou, Weifeng Lu, Siguang Chen, Lijun Yang, Kun Wang
Promoting Security and Efficiency in D2D Underlay Communication: A Bargaining Game Approach. GLOBECOM (2017)
Weifeng Lu, Weijun Lin, Lijun Yang, Siguang Chen
A Heuristic D2D Communication Mode Selection Algorithm. CyberC (2017)
Weifeng Lu, Siguang Chen, Liwen He
Uplink Capacity of Two-Hop Relay TDD-CDMA Cellular Networks with Time-Slot Scheduling. Wirel. Pers. Commun. 97 (1) (2017)
Siguang Chen, Jincheng Liu, Kun Wang, Zhixin Sun, Xuejian Zhao
Data Sorting-based Adaptive Spatial Compression in Wireless Sensor Networks. KSII Trans. Internet Inf. Syst. 10 (8) (2016)
Weifeng Lu, Siguang Chen
A LEAP PLUS Key Management Scheme with Sliding Time Interval. CyberC (2016)
Siguang Chen, Jincheng Liu, Meng Wu, Zhixin Sun
DCT-Based Adaptive Data Compression in Wireless Sensor Networks. ICCCN (2016)
Siguang Chen, Chuanxin Zhao, Meng Wu, Zhixin Sun, Haijun Zhang, Victor C. M. Leung
Compressive network coding for wireless sensor networks: Spatio-temporal coding and optimization design. Comput. Networks 108 (2016)
Yuhua Zhang, Kun Wang, Min Gao, Zhiyou Ouyang, Siguang Chen
-Means Clustering Algorithm for Data Analysis of Intrusion Detection in Mobile Sensor Networks. Int. J. Distributed Sens. Networks 11 (2015)
Weifeng Lu, Keyuan Yu, Siguang Chen
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 42 (2) (2015)
Siguang Chen, Chuanxin Zhao, Meng Wu, Zhixin Sun, Jian Jin
Clustered Spatio-Temporal Compression Design for Wireless Sensor Networks. ICCCN (2015)
Siguang Chen, Meng Wu, Kun Wang, Zhixin Sun, Weifeng Lu
Combining network coding and compressed sensing for error correction in wireless sensor networks. Int. J. Commun. Syst. 28 (7) (2015)
Siguang Chen, Meng Wu, Kun Wang, Zhixin Sun
Compressive network coding for error control in wireless sensor networks. Wirel. Networks 20 (8) (2014)
Zhiyuan Li, Jun-lei Bi, Siguang Chen
Traffic Prediction-Based Fast Rerouting Algorithm for Wireless Multimedia Sensor Networks. Int. J. Distributed Sens. Networks 9 (2013)
Siguang Chen, Meng Wu, Weifeng Lu
Secret Error Control Codes Against Malicious Attacks in Random Multisource Network Coding. Wirel. Pers. Commun. 69 (4) (2013)
Siguang Chen, Meng Wu, Weifeng Lu
Counteracting malicious adversaries via secret and reliable coding mechanism in random network coding. Int. J. Commun. Syst. 26 (5) (2013)
Zhi-yuan Li, Liangmin Wang, Siguang Chen
Network Coding-Based Mutual Anonymity Communication Protocol for Mobile P2P Networks. TrustCom (2012)
Siguang Chen, Meng Wu, Weifeng Lu
Compressed error and erasure correcting codes via rank-metric codes in random network coding. Int. J. Commun. Syst. 25 (11) (2012)
Siguang Chen, Meng Wu
Game theoretic approach in multipath routing for tradeoff between routing security and performance. CSCWD (2010)
Siguang Chen, Meng Wu, Weifeng Lu
Resisting Malicious Attacks via Secure Network Coding and Incentive Compatible Mechanism in Multihop Wireless Networks. J. Comput. 5 (11) (2010)
Zilong Ye, Yabing Liu, Siguang Chen
A New Hierarchical Network Coordinate Algorithm Based on Community Structure. CSE (1) (2009)