Shaopeng Guan

According to our database, Shaopeng Guan authored at least 28 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A novel staged training strategy leveraging knowledge distillation and model fusion for heterogeneous federated learning.

Debao Wang, Shaopeng Guan, Ruikang Sun

J. Netw. Comput. Appl., 2025

PMformer: A novel informer-based model for accurate long-term time series prediction.

Yuewei Xue, Shaopeng Guan, Wanhai Jia

Inf. Sci., 2025

Enhancing robustness in implicit feedback recommender systems with subgraph contrastive learning.

Yi Yang, Shaopeng Guan, Xiaoyang Wen

Inf. Process. Manag., 2025

FedFR-ADP: Adaptive differential privacy with feedback regulation for robust model performance in federated learning.

Debao Wang, Shaopeng Guan

Inf. Fusion, 2025

2024

TL-iTransformer: Revolutionizing sea surface temperature prediction through iTransformer and transfer learning.

Wanhai Jia, Shaopeng Guan, Yuewei Xue

Earth Sci. Informatics, October, 2024

EMO-YOLO: a lightweight ship detection model for SAR images based on YOLOv5s.

Hao Pan, Shaopeng Guan, Wanhai Jia

Signal Image Video Process., September, 2024

BE-AC: reliable blockchain-based anti-counterfeiting traceability solution for pharmaceutical industry.

Youliang Cao, Shaopeng Guan, Debao Wang, Zhenqi Wang

Clust. Comput., September, 2024

A data lake-based security transmission and storage scheme for streaming big data.

Xiaoyan Zhao, Conghui Zhang, Shaopeng Guan

Clust. Comput., July, 2024

ProChain: A privacy-preserving blockchain-based supply chain traceability system model.

Junzheng Li, Zhenqi Wang, Shaopeng Guan, Youliang Cao

Comput. Ind. Eng., January, 2024

BGformer: An improved Informer model to enhance blood glucose prediction.

Yuewei Xue, Shaopeng Guan, Wanhai Jia

J. Biomed. Informatics, 2024

LVD-YOLO: An efficient lightweight vehicle detection model for intelligent transportation systems.

Hao Pan, Shaopeng Guan, Xiaoyan Zhao

Image Vis. Comput., 2024

AWGAN: An adaptive weighting GAN approach for oversampling imbalanced datasets.

Shaopeng Guan, Xiaoyan Zhao, Yuewei Xue, Hao Pan

Inf. Sci., 2024

LGformer: Informer-based personalized modeling for blood glucose prediction.

Yuewei Xue, Shaopeng Guan, Wanhai Jia

Turkish J. Electr. Eng. Comput. Sci., 2024

Hadoop-based secure storage solution for big data in cloud computing environment.

Shaopeng Guan, Conghui Zhang, Yilin Wang, Wenqing Liu

Digit. Commun. Networks, 2024

HS-CGK: A Hybrid Sampling Method for Imbalance Data Based on Conditional Tabular Generative Adversarial Network and K-Nearest Neighbor Algorithm.

Xiaoyan Zhao, Shaopeng Guan, Yuewei Xue, Hao Pan

Comput. Informatics, 2024

2023

A Novel Blockchain-Based Model for Agricultural Product Traceability System.

Shaopeng Guan, Zhenqi Wang, Youliang Cao

IEEE Commun. Mag., August, 2023

A robust-link controller placement model for large-scale software defined networks.

Zhenqi Wang, Yi Li, Shaopeng Guan

Trans. Emerg. Telecommun. Technol., June, 2023

CTCN: a novel credit card fraud detection method based on Conditional Tabular Generative Adversarial Networks and Temporal Convolutional Network.

Xiaoyan Zhao, Shaopeng Guan

PeerJ Comput. Sci., 2023

A blockchain-based traceable and secure data-sharing scheme.

Zhenqi Wang, Shaopeng Guan

PeerJ Comput. Sci., 2023

Edge Computing-Based Vehicle Detection in Intelligent Transportation Systems.

Hao Pan, Shaopeng Guan, Xiaoyan Zhao, Yuewei Xue

Comput. Informatics, 2023

2022

An internet traffic classification method based on echo state network and improved salp swarm algorithm.

Meijia Zhang, Wenwen Sun, Jie Tian, Xiyuan Zheng, Shaopeng Guan

PeerJ Comput. Sci., 2022

A GRU-based traffic situation prediction method in multi-domain software defined network.

Wenwen Sun, Shaopeng Guan

PeerJ Comput. Sci., 2022

A hybrid deep learning model based low-rate DoS attack detection method for software defined network.

Wenwen Sun, Shaopeng Guan, Peng Wang, Qingyu Wu

Trans. Emerg. Telecommun. Technol., 2022

A multi-controller placement method for software defined network based on improved firefly algorithm.

Shaopeng Guan, Juan Li, Yi Li, Zhenqi Wang

Trans. Emerg. Telecommun. Technol., 2022

2021

SMOSA: Spider monkey optimization-based scheduling algorithm for heterogeneous Hadoop.

Conghui Zhang, Shaopeng Guan, Yi Li, Wenwen Sun

Concurr. Comput. Pract. Exp., 2021

2020

Parameter Optimization Model of Heuristic Algorithms for Controller Placement Problem in Large-Scale SDN.

Yi Li, Shaopeng Guan, Conghui Zhang, Wenwen Sun

IEEE Access, 2020

2018

Fingerprint-based access to personally controlled health records in emergency situations.

Shaopeng Guan, Yongyu Wang, Jian Shen

Sci. China Inf. Sci., 2018

2013

Privacy-Preserving Health Data Collection for Preschool Children.

Shaopeng Guan, Yuan Zhang, Yue Ji

Comput. Math. Methods Medicine, 2013