一、个人基本信息
管绍朋（1976.6-），山东莱阳人，男，博士，教授。曾挂职临沂市兰山区科技副区长，与临沂、烟台等地多家企业建立了密切的技术合作关系。Email: konexgsp@126.com
二、主要研究方向
Ÿ人工智能、大数据、区块链、时间序列预测、联邦学习、网络与通信等
三、国家技术发明专利
[1].一种面向SDN控制器的实时DDoS攻击检测系统与方法（ZL201910362982.1），发明专利，2022
[2].基于改进的萤火虫算法的SDN多控制器部署方法及系统（ZL201910395738.5），发明专利，2022
[3].一种基于双启发式算法的SDN控制器部署方法及系统（ZL202010147799.2），发明专利，2022
[4].基于区块链的Hadoop集群大数据访问方法及系统（ZL202010134988.6），发明专利， 2023
[5].一种多域SDN网络流量态势评估方法（ZL202010092967.2），发明专利， 2023
[6].基于GRU的多域SDN网络流量态势预测方法（ZL202010129348.6），发明专利，2023
四、代表性论文
[1].Wang D, Guan S*, Sun R. A novel staged training strategy leveraging knowledge distillation and model fusion for heterogeneous federated learning. Journal of Network and Computer Applications, 2025, 236: 104104. (SCI, IF:7.5)
[2].Wang D, Guan S*. FedFR-ADP: Adaptive differential privacy with feedback regulation for robust model performance in federated learning. Information Fusion, 2025, 116: 102796. (SCI, IF:14.7, 中科院1区top)
[3].Yang Y, Guan S*, Wen X. Enhancing robustness in implicit feedback recommender systems with subgraph contrastive learning. Information Processing & Management, 2025, 62(1): 103962. (SCI, IF:7.4, 中科院1区top)
[4].Guan S*, Cao Y, Zhang Y. Blockchain-Enhanced Data Privacy Protection and Secure Sharing Scheme for Healthcare IoT. IEEE Internet of Things Journal, 2025, 12(5): 5600 - 5614. (SCI, IF:8.2, 中科院1区top)
[5].Xue Y, Guan S*, Jia W. PMformer: A novel informer-based model for accurate long-term time series prediction. Information Sciences, 2025, 690: 121586. (SCI, IF:8.1, 中科院1区top)
[6].Xue Y,Guan S*, Jia W. BGformer: an improved informer model to enhance blood glucose prediction. Journal of Biomedical Informatics, 2024, 157: 104715. (SCI, IF:4.0)
[7].Guan S*, Zhao X, Xue Y, et al. AWGAN: An adaptive weighting GAN approach for oversampling imbalanced datasets. Information Sciences, 2024: 120311(SCI, IF:8.1, 中科院1区top)
[8].Guan S*, Zhang C, Wang Y, et al. Hadoop-based secure storage solution for big data in cloud computing environment. Digital Communications and Networks, 2024, 10(1): 227-236. (SCI，IF:7.9)
[9].Li J, Wang Z, Guan S*, et al. ProChain: A privacy-preserving blockchain-based supply chain traceability system model. Computers & Industrial Engineering, 2024, 187: 109831 (SCI, IF:7.9, 中科院1区top)
[10].Guan S*, Wang Z, Cao Y. A novel blockchain-based model for agricultural product traceability system. IEEE Communications Magazine, 2023, 61(8):124 - 129. （SCI, IF:11.2, 中科院1区top）
五、人才培养
• 2022届专业硕士张聪辉：入职太平洋保险有限公司上海总部（金融大数据工程师）
• 2023届专业硕士王振棋：考取东南大学软件工程专业博士研究生
• 2024届专业硕士赵晓艳：入职山东协和学院（人工智能专业讲师）
