梁伟个人简介
时间：2021-11-04 访问量：
湖南科技大学计算机科学与工程学院教授，院长，博士生导师，湖南省政协委员，湖南省芙蓉学者奖励计划特聘教授，湖南大学岳麓学者，湖南省“十四五”重点学科计算机科学与技术学科负责人，“服务计算与软件服务新技术”湖南省重点实验室主任，“智能网联车辆软件设计与服务”湖南省工程研究中心主任，湖南省超级计算科学学会副理事长，湖南省计算机教育专委会副理事长，湖南省计算机学会常务理事，湖南省普通本科高校计算机与公安技术教学指导委员会委员，IEEE 高级会员，CCF 高级会员，本科与博士分别毕业于中南大学与湖南大学，美国lehigh大学计算机与电子工程系博士后。近年来一直从事区块链底层技术、数据隐私安全保护、量子安全计算、芯片可信安全保护、智能网联车辆安全设计等方面的研究工作。共主持国家自然科学基金项目、国家重点研发计划课题、军科委创新特区项目等国家级项目6项、主持湖南省重点研发计划项目、湖南省交通运输厅科技进步与创新计划项目、湖南省自然科学基金项目、湖南省科技计划项目、企业委托横向项目等30余项，申请和授权国家发明专利25项与软件著作权登记18项；在IEEE TC、IEEE TON、IEEE TSC、IEEE TDSC、IEEE TR、IEEE TETC、IEEE TFS、IEEE TIFS、IEEE TITS、IEEE IOTJ、IEEE TIV、IEEE TII、IEEE TNSM、IEEE TCBB、ACM TOIT、IEEE TNSE、ACM TOMM、ACM Computing Surveys、软件学报、ACM SIGMOD2024、IEEE INFOCOM2023 、ACM SIGMETRICS2025等国内外期刊和会议上共发表学术论文200余篇，其中以第一作者和通讯作者发表在中科院1区期刊、CCF A类与IEEE/ACM Trans系列上的高水平期刊和顶级会议论文70余篇，包括ESI全球前1%高被引论文15篇，ESI全球前1‰热点论文3篇，最佳国际会议论文奖8篇，担任IEEE CSCloud 2023、IEEE EdgeCom 2023国际会议大会主席以及ICA3PP 2021、IEEE Trustcom2018、IEEE SmartBlock 2020、Blocksys 2019、IEEE SmartCom 2020等国际会议程序委员会主席，获得2021年度IEEE Smart Computing Special Technical Community Middle-Career Award (中期事业成就奖)、国际会议ICA3PP 2021杰出服务奖(排名第1），2022年湖南省科技进步二等奖(排名第1），2018年福建省科技进步三等奖(排名第3），2023年度湘潭市自然科学优秀学术论文一等奖(排名第1），入选全球前2%顶尖科学家年度和终身科学影响力榜单；入选全球顶尖前10万名科学家榜单；主编教材和专著4本，指导学生获得全国大学生挑战杯银奖1项、全国大学生信息安全竞赛一等奖1项，获得教育部全国大学生信息安全竞赛优秀指导教师奖1次，共指导博士研究生9名（已毕业3名），博士后2名，硕士生27名（已毕业15名）。
主持的部分项目
1. 国家自然科学基金面上项目“区块链跨链数据高效安全协同理论与方法研究”，项目编号：62472168，2025.01-2028.12，项目主持人。
2. 国家自然科学基金面上项目“高频次区块链数据访问控制与自主存证方法研究”，项目编号：62072170，2021.01-2024.12，项目主持人。
3. 国家自然科学基金面上项目“面向数字集成电路知识产权保护的PUF基础理论与实时检测技术研究”，项目编号：61572188，2016.01-2019.12，项目主持人。
4. 国家自然科学青年基金项目“超大规模集成电路中低功耗双重芯核水印技术研究”，项目编号：6120246，2013.01-2015.12，项目主持人。
5. 国家重点研发计划课题“高效的区块链网络架构和工作模式研究”，项目编号：2021YFA1000601, 2021.12-2026.11，课题主持人。
6. 军科委创新特区项目，”面向xxx的xxx项目”，2022.10-2024.12，项目主持人。
7. 军科委创新特区项目，”xxx的新型xxx项目”，2024.01-2024.12，项目主持人。
8.国家自然科学基金面上项目“安全感知的汽车信息物理系统设计关键技术研究”，项目编号：61872436, 2019.01-2022.12，项目主研人。
9. 湖南省重点研发计划项目“自主可信财务链智能报账系统的底层关键技术研发及应用”，项目编号：2022GK2015，2022.01-2023.12，项目主持人。
10. 湖南省交通运输厅科技进步与创新计划项目“基于区块链的交通运输信息实时共享与认证管理机制研究”，项目编号：202101，2021.06-2022.12，项目主持人。
11. 中央高校基本科研业务项目“联盟区块链自主可控的隐私数据共识技术研究”，项目编号：531118010527，2019.06-2023.06，项目主持人。
12. 湖南省自然科学基金面上项目“联盟区块链中隐私数据安全自治关键技术研究”，项目编号：2021JJ30341，2022.01-2025.12，项目主持人。
13. 企业委托课题-厦门市湘科信息科技有限公司“高通量联盟链智能交通平台的研发”，2021.12-2022.12，项目主持人。
14. 企业委托课题-中山大学深圳研究院“区块链存证应用技术开发与研究”，项目主持人。
15. 企业委托课题-广东启链科技有限公司“'区块链+数字智能服务'联合实验室”，项目主持人。
16. 网络侦查技术湖南省重点实验室开放研究基金项目“基于区块链的数据隐私与安全自治理论研究”，项目编号 2020WLZC001，2021.01-2022.12，项目主持人。
17.福建省高等学校新世纪优秀人才支持计划项目“基于VLSI的知识产权可逆保护方法与实时取证技术研究”项目编号：20171012，2018.1-2020.6，项目主持人。
18. 企业委托课题-厦门市湘科信息科技有限公司“区块链中高性能电子征信平台的研发”，项目主持人。
19. 企业委托课题-长沙市雷凹科技有限公司“电力联盟区块链中数据安全传输认证平台研发”，项目主持人。
20. 第56批中国博士后基金面上项目“适用于集成电路知识产权保护的PUF基础理论与应用技术研究”，项目编号：140778，2014.04-2016.04，项目主持人。
21. 厦门市科技计划项目“适用于集成电路知识产权保护的方法及检测技术研究”，项目编号：3502Z20173035，2018.04-2021.04，项目主持人。
22. 福建省自然科学基金面上项目“数字集成电路版权保护中可逆水印关键技术研究”，项目编号：2018J01570，2018.04-2021.04，项目主持人。
23. 湖南省科技厅科技计划项目“基于FPGA的物理级的芯核水印系统研究”，项目编号：2011GK3156，2011.01-2013.09，项目主持人。
24. 湖南省自然科学基金面上项目“基于VLSI的双重芯核水印关键技术研究”，项目编号：13JJ3091，2013.01-2015.09，项目主持人。
25.湖南省教育厅科学研究重点项目“适用于集成电路知识产权保护的鲁棒PUF技术研究”，项目编号：14A407，2014.01-2016.09，项目主持人。
发表的部分学术论文
1. Xin Zeng, Kun Xie, Yanbiao Li, Ke Xu, Gaogang Xie, Jigang WEN, Yinchuan Cong, and Wei Liang(梁伟). INT-MC: Low-Overhead In-Band Network-Wide Telemetry Based on Matrix Completion, SIGMETRICS 2025. (CCFB 类顶级期刊)
2. Jiazheng Tian, Kun Xie, Xin Wang, Jigang Wen, Gaogang Xie, Jiannong Cao, Wei Liang(梁伟), Kenli Li, Reducing Network Distance Measurement Overhead: A Tensor Completion Solution with a New Minimum Sampling Bound, IEEE/ACM Transactions on Networking (TON) , 2025,(中科院JCR 1区, TOP期刊)
3.Yinchuan Cong, Kun Xie, Jigang Wen, Jiwei Zhang, Yansong Yin, Qingyi Zhang, Gaogang Xie,Wei Liang(梁伟), Per-packet Traffic Measurement in Storage, Computation and Bandwidth Limited Data Plane, IEEE/ACM Transactions on Networking (TON) (计算机学会CCF A类期刊), 2025
4. Haoxuan Wang, Kun Xie, Xin Wang, Jigang Wen, Ruotian Xie, Zulong Diao, Wei Liang(梁伟), Gaogang Xie, and Jiannong Cao, GDI: A Novel IoT Device Identification Framework via Graph Neural Network-based Tensor Completion, IEEE Transactions on Services Computing, 2025 (中科院JCR 1区, TOP期刊)
5. Xiaocan Li, Kun Xie, Jigang Wen, Gaogang Xie, Wei Liang(梁伟), Tensor Factorization for Accurate Anomaly Detection in Dynamic Networks, IEEE Transactions on Sustainable Computing, 2025, (中科院JCR 2区, TOP期刊)
6.Yuhui Li, Wei Liang(梁伟)*,Kun Xie, Dafang Zhang, Songyou Xie, Kuan-Ching Li. " LightNestle: Quick and Accurate Neural Sequential Tensor Completion via Meta Learning."IEEE INFOCOM 2023 - IEEE Conference on Computer Communications, pp. 1-10, 2023, doi: 10.1109/INFOCOM53939.2023.10228967 (CCF A类 顶级会议)
7.Wei Liang(梁伟), Yaqin Liu,Ce Yang, Songyou Xie，Kuanching Li. "On Identity, Transaction, and Smart Contract Privacy on Permissioned and Permissionless Blockchain: A Comprehensive Survey."ACM Computing Surveys，2024 (国外SCI检索期刊) (IF = 23.8) (中科院JCR 1区, TOP期刊).
8. Haojie Ji, Kun Xie, Jigang Wen, Gaogang Xie,Wei Liang(梁伟)*. " FineMon: An Innovative Adaptive Network Telemetry Scheme for Fine-Grained, Multi-Metric Data Monitoring with Dynamic Frequency Adjustment and Enhanced Data Recovery." ACM SIGMOD 2024, vol. 2, no. 1, pp. 1–26 , 2024, doi: 10.1145/3639267 (CCF A类 顶级会议)
9. Wei Liang(梁伟)*, Siqi Xie, Xiong Li, Xiaoyan Kui and Kuan-Ching Li*, Albert Y. Zomaya. “ MC-DSC: A Dynamic Secure Resource Configuration Scheme based on Medical Consortium Blockchain.” IEEE Transactions on Information Forensics & Security, pp. 1-1, 2024, doi: 10.1109/TIFS.2024.3364370 (国外SCI检索期刊) (IF = 6.8) (CCF A类, TOP期刊）
10. Yaqin Liu, Wei Liang(梁伟)*, Kun Xie, Songyou Xie, Kuanching Li, and Weizhi Meng. “ LightPay: A Lightweight and Secure Off-chain Multi-path Payment Scheme based on Adapter Signatures.” IEEE Transactions on Services Computing, pp. 1-14, 2023, doi: 10.1109/TSC.2023.3333806 (国外SCI检索期刊) (IF = 2.711) (CCF A类, TOP期刊）
11. Wei Liang(梁伟)*, Yuhui Li, Jianlong Xu, ZhengQin, Dafang Zhang, Kuan-Ching Li. " QoS Prediction and Adversarial Attack Protection for Distributed Services Under DLaaS." IEEE Transactions on Computer, vol. 73, no. 3, pp. 669-682, doi: 10.1109/TC.2021.3077738 (国外SCI检索期刊) (IF = 2.711) (CCF A类, TOP期刊）
12. Tang Dan, Gao chenjun, Wei Liang(梁伟)*, Jin Wenqiang. " LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables." IEEE Transactions on Information Forensics & Security, vol. 18, pp. 3143-3157, 2023, doi: 10.1109/TIFS.2023.3275768 (CCF A类, TOP期刊）
13. Wei Liang(梁伟), Yuhui Li, Kun Xie, Dafang Zhang, Kuan-Ching Li*, Alireza Souri, Keqin Li. " Spatial-Temporal Aware Inductive Graph Neural Network for C-ITS Data Recovery." IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 9, pp. 8431-8442, 2023, doi: 10.1109/TITS.2022.3156266 (国外SCI检索期刊) (IF = 9.936) (中科院JCR 1区, TOP期刊) (ESI高被引论文)
14. Yuxun Luo, Wenyu Shan, Li Peng*, Lingyun Luo, Pingjian Ding, and Wei Liang(梁伟)*. " A computational framework for predicting novel drug indications using graph convolutional network with contrastive learning." IEEE Journal of Biomedical and Health Informatics, pp. 1-10, 2024, doi: 10.1109/JBHI.2024.3387937 (国外SCI检索期刊) (IF = 7.7) (中科院JCR 1区).
15. Wei Liang, Jiahong Xiao, Yuxiang Chen*, Chaoyi Yang, Kun Xie, Kuan-Ching Li, Beniamino Di Martino. " TMHD: Twin-Bridge Scheduling of Multi-Heterogeneous Dependent Tasks for Edge Computing." Future Generation Computer Systems, vol. 158, pp. 60-72, 2024, doi: 10.1016/j.future.2024.04.028 (IF = 7.5) (SCI检索期刊, 中科院JCR 2区)
16. Songyou Xie, Lijun Xiao, Dezhi Han, Kun Xie, Xiong Li, Wei Liang(梁伟)*. " HCVC: A High-Capacity Off-Chain Virtual Channel Scheme Based on Bidirectional Locking Mechanism." IEEE Transactions on Network Science and Engineering, pp. 1-13, 2023, doi: 10.1109/TNSE.2023.3332130 (国外SCI检索期刊) (IF = 5.213) (中科院JCR 2区, IEEE汇刊).
17. Kun Xie, Yudian Ouyang, Xin Wang, Kenli Li, Wei Liang(梁伟)*, Jiannong Cao. " Deep Adversarial Tensor Completion for Accurate Network Traffic Measurement."IEEE/ACM Transactions on Networking, vol. 31, no. 5, pp. 2101-2116, 2023, doi: 10.1109/TNET.2022.3233908 (CCF A类, TOP期刊）
18. Linxi Li, Kun Xie, Shuyu Pei, Jigang Wen, Wei Liang(梁伟), Gaogang Xie. " CS-Sketch: Compressive Sensing Enhanced Sketch for Full Traffic Measurement." IEEE Transactions on Network Science and Engineering, pp. 1-14, 2023,doi: 10.1109/TNSE.2023.3305125 (国外SCI检索期刊) (IF = 5.213) (中科院JCR 2区, IEEE汇刊).
19. D. Tang, Z. Zheng, K. Li, C. Yin, W.Liang(梁伟) and J. Zhang, "FTOP: An Efficient Flow Table Overflow Preventing System for Switches in SDN,"IEEE Transactions on Network Science and Engineering, vol. 11, no. 3, pp. 2524-2536, May-June 2024, doi: 10.1109/TNSE.2023.3297650. (国外SCI检索期刊) (IF = 5.213) (中科院JCR 2区, IEEE汇刊).
20. Y. Hong, L. Yang, W.Liang(梁伟) and A. Xie, "Secure Access Control for Electronic Health Records in Blockchain-Enabled Consumer Internet of Medical Things," IEEE Transactions on Consumer Electronics, vol. 70, no. 1, pp. 4574-4584, Feb. 2024, doi: 10.1109/TCE.2023.3346459.(国外SCI检索期刊) (IF =4.29 ) (SCI检索期刊, 中科院JCR 2区)
21. L. Li, K. Xie, S. Pei, J. Wen,W.Liang(梁伟) and G. Xie, "CS-Sketch: Compressive Sensing Enhanced Sketch for Full Traffic Measurement," IEEE Transactions on Network Science and Engineering, vol. 11, no. 3, pp. 2338-2352, May-June 2024, doi: 10.1109/TNSE.2023.3305125.. (国外SCI检索期刊) (IF = 5.213) (中科院JCR 2区, IEEE汇刊).
22. J. Zhang, X. Li, K. Gu, W.Liang(梁伟) and K. Li, "Secure Aggregation in Heterogeneous Federated Learning for Digital Ecosystems," IEEE Transactions on Consumer Electronics, vol. 70, no.1, pp. 1995-2003, Feb. 2024, doi: 10.1109/TCE.2023.3330501..(国外SCI检索期刊) (IF =4.29 ) (SCI检索期刊, 中科院JCR 2区)
23. Y. Li, F. Xiao, Wei Liang(梁伟), and L. Q. Gui. 2024. " Multiply Complementary Priors for Image Compressive Sensing Reconstruction in Impulsive Noise." ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 20, No. 6 , pp. 1–22 , 2024, DOI: 10.1145/3643032 (国外SCI检索期刊) (IF = 5.1) (中科院JCR 2区, IEEE汇刊).
24. Jiahong Cai, Wei Liang(梁伟)*, Xiong Li, Kuanching Li, Zhenwen Gui, Muhammad Khurram Khan. "GTxChain: A Secure IoT Smart Blockchain Architecture Based on Graph Neural Network." IEEE Internet of Things Journal, vol. 10, no. 24, pp. 21502-21514, 2023, doi: 10.1109/JIOT.2023.3296469 (中科院JCR1区,TOP期刊）
25. Tang Dan, Gao chenjun, Wei Liang(梁伟), Jin Wenqiang. " FTOP: An Efficient Flow Table Overflow Preventing System for Switches in SDN." IEEE Transactions on Network Science and Engineering, pp. 1-13, 2023, doi: 10.1109/TNSE.2023.3297650 (国外SCI检索期刊) (IF = 5.213) (中科院JCR 2区, IEEE汇刊).
26. Miao Liao, Yan Lu, Xiong Li, Wei Liang(梁伟), Victor Chang. " An unsupervised image dehazing method using patch-line and fuzzy clustering-line priors." IEEE Transactions on Fuzzy Systems, PP(99). 1-15, doi: 10.1109/TFUZZ.2024.3371944 (国外SCI检索期刊) (IF = 5.213) (中科院JCR 2区, IEEE汇刊).
27. Xiangwei Meng, Ce Yang, Yiren Qi, Wei Liang(梁伟)*, Zisang Xu, Kuanching Li, Hai Deng. " A Novel Multi-Party Authentication Scheme for FCN-based MIoT Systems in Natural Language Processing Environment." ACM Transactions on Asian and Low-Resource Language Information Processing, 2023, doi: 10.1145/3590149 (国外SCI检索期刊) (JCR 2区, IEEE汇刊).
28. Dan Tang, Gao chenjun, Wei Liang(梁伟), Jiliang Zhang, kenli Li. " FTMaster: A Detection and Mitigation System of Low-rate Flow Table Overflow Attacks via SDN." IEEE Transactions on Network and Service Management, vol. 20, no. 4, pp. 5073-5084, 2023, doi: 10.1109/TNSM.2023.3270339. (国外SCI检索期刊) (中科院JCR 2区, IEEE汇刊）
29. Shiwen Zhang, Biao Hu, Wei Liang(梁伟), Kuan-Ching Li, Brij B. Gupta. " A Caching-based Dual K-Anonymous Location Privacy-Preserving Scheme for Edge Computing." IEEE Internet of Things Journal, vol. 10, no. 11, pp. 9768-9781, 2023, doi: 10.1109/JIOT.2023.3235707 (国外SCI检索期刊) (IF = 11.403) (中科院JCR 1区, TOP期刊)
30. Yufeng Xiao，Yingzi Huo，Jiahong Cai，Yinyan Gong，Wei Liang(梁伟)* and Joanna Kolodzie. " ERF-XGB: An Edge-IoT-based Explainable Model for Predictive Maintenance." IEEE Transactions on Consumer Electronics, PP. 1-1, 2024, doi: 10.1109/TCE.2024.3371440 (国外SCI检索期刊) (IF =4.29 ) (SCI检索期刊, 中科院JCR 2区)
31. Zhengkang Zuo, Zhicheng Zeng, Wei Su, Qing Huang, Yuhan Ke, Zengxin Liu, Changjing Wang, Wei Liang(梁伟). " Specification Transformation Method for Functional Program Generation Based on Partition-Recursion Refinement Rule." Information Science, vol. 633, pp. 613-632, 2023, DOI: 10.1016/j.ins.2023.03.055 (国外SCI检索期刊) (IF = 5.524) (CCF B类期刊) (中科院JCR 1区, TOP期刊)
32. Jing Long, Wei Liang(梁伟), Kuan-Ching Li, Yehua Wei, Mario Donato Marino. " A Regularized Cross-Layer Ladder Network for Intrusion Detection in Industrial Internet-of-Things." IEEE Transactions on Industrial Informatics, vol. 19, no. 2, pp. 1747-1755, 2023, doi: 10.1109/TII.2022.3204034 (国外SCI检索期刊) (IF = 11.648) (中科院JCR 1区, TOP期刊)
33. Yuhui Li, Wei Liang(梁伟), Li Peng, Dafang Zhang, Cheng Yang, Kuan-Ching Li. " Predicting Drug-Target Interactions via Dual-Stream Graph Neural Network." IEEE/ACM Transactions on Computational Biology and Bioinformatics, pp. 1-11, 2022, doi: 10.1109/TCBB.2022.3204188 (国外SCI检索期刊) (IF = 3.702) (CCF B类 推荐期刊)
34. Wei Liang(梁伟), Yang Yang, Ce Yang, Yonghua Hu, Songyou Xie, Kuan-Ching Li, Jiannong Cao. " PDPChain: A Consortium Blockchain-based Privacy Protection Scheme for Personal Data." IEEE Transactions on Reliability, vol. 72, no. 2, pp. 586-598, 2023, doi: 10.1109/TR.2022.3190932.2022 (国外SCI检索期刊) (IF = 5.883) (中科院JCR 2区, TOP期刊)
35.Shiwen Zhang, Biao Hu, Wei Liang(梁伟), K. -C. Li and A. -S. K. Pathan. " A Trajectory Privacy-Preserving Scheme Based on Transition Matrix and Caching for IIoT." IEEE Internet of Things Journal,vol. 11, no. 4, pp. 5745-5756, 2024, doi: 10.1109/JIOT.2023.3308073 (国外SCI检索期刊) (IF = 11.403) (SCI检索期刊, 中科院JCR 1区, TOP期刊)
36. Shiwen Zhang, Jiayi He, Wei Liang(梁伟), Keqin Li. " MMDS: A secure and verifiable multimedia data search scheme for cloud-assisted edge computing." Future Generation Computer Systems, vol. 151, pp. 32-44, 2024, doi: 10.1016/j.future.2023.09.023 (国外SCI检索期刊) (IF = 7.5) (SCI检索期刊, 中科院JCR 1区, TOP期刊)
37. Jiao Zhang, Xiong Li, Ke Gu, Wei Liang(梁伟), Kuanching Li. " Secure Aggregation in Heterogeneous Federated Learning for Digital Ecosystems." IEEE Transactions on Consumer Electronics, PP(99). 1-1, doi: 10.1109/TCE.2023.3330501 (国外SCI检索期刊) (IF =4.29 ) (SCI检索期刊, 中科院JCR 2区)
38. Shiwen Zhang, Ziwei Yan, Wei Liang(梁伟), K. -C. Li and C. Dobre. " BAKA: Biometric Authentication and Key Agreement Scheme Based on Fuzzy Extractor for Wireless Body Area Networks." IEEE Internet of Things Journal, vol. 11, no. 3, pp. 5118-5128, 2024, doi: 10.1109/JIOT.2023.3302620 (国外SCI检索期刊) (IF = 11.403) (SCI检索期刊, 中科院JCR 1区, TOP期刊)
39.L. Xiao, D. Han, C. Yang, J. Cai, W. Liang(梁伟) and K. -C. Li. " TS-DP:An Efficient Data Processing Algorithm for Distribution Digital Twin Grid for Industry 5.0.",IEEE Transactions on Consumer Electronics, pp. 1-1, 2023, doi: 10.1109/TCE.2023.3332099 (国外SCI检索期刊) (IF =4.29 ) (SCI检索期刊, 中科院JCR 2区)
40. Dan Tang, Wang Siyuan, Zhang Siqi , Qi Zheng, Wei Liang(梁伟), Xiao Sheng. " Real-time Monitoring and Mitigation of SDoS Attacks Using the SDN and New Metrics." IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 6, pp. 1721-1733, 2023, doi: 10.1109/TCCN.2023.3306358 (国外SCI检索期刊) (IF = 8.6) (中科院JCR 2区, IEEE汇刊）
41.Ye Xiao, Xingchen Li, Jiangjin Yin, Wei Liang(梁伟), Yupeng Hu. "Adaptive Multi-source Data Fusion Vessel Trajectory Prediction Model for Intelligent Maritime Traffic." Knowledge-Based Systems, vol. 277, 2023, doi: 10.1016/j.knoss.2023.110799 (国外SCI检索期刊) (IF = 8.213) (中科院JCR 1区, TOP期刊).
42.Shiwen Zhang, Yibin Yang, Wei Liang(梁伟), Voundi Koe Arthur Sandor, Guoqi Xie, Kim-Kwang Raymond. "MKSS: An Effective Multi-authority Keyword Search Scheme for edge–cloud collaboration." Journal of Systems Architecture, vol. 144, 2023, pp.1-14, doi: 10.1016/j.sysarc.2023.102998 (国外SCI检索期刊) (IF = 4.3) (中科院JCR 2区).
43.Shaofei Lu, Shen Liu, Yajun Zhu, Wei Liang(梁伟), Yingping Lu, Kuan-Ching Li. "A DRL-based decentralized computation offloading method: an example of an intelligent manufacturing scenario." IEEE Transactions on Industrial Informatics, vol. 19, no. 9, pp. 9631-9641, 2023, doi: 10.1109/TII.2022.3227652 (国外SCI检索期刊) (IF = 9.112) (中科院JCR 1区, TOP期刊)
44.Dezhi Han, Yujie Zhu, Dun Li, Wei Liang(梁伟), Alireza Souri, and Kuan-Ching Li. "A Blockchain-based Auditable Access Control System for Private Data in Service-centric IoT Environments." IEEE Transactions on Industrial Informatics, vol. 18, no. 5, pp. 3530-3540, 2022, doi: 10.1109/TII.2021.3114621 (国外SCI检索期刊) (IF = 11.648) (中科院JCR 1区, TOP期刊) (ESI高被引论文)
45.Wei Liang(梁伟), Songyou Xie, Dafang Zhang, Xiong Li, and Kuan-ChingLi*. "A Mutual Security Authentication Method for RFID-PUF Circuit based on Deep Learning." ACM Transactions on Internet Technology, vol. 22, no. 34, pp. 1-20, 2021, doi: 10.1145/TII.2021.3426968 (国外SCI检索期刊) (IF = 3.989) (CCF B类期刊) (ESI高被引论文)
46.Wei Liang(梁伟), Songyou Xie, Jiahong Cai, Chong Wang, Yujie Hong, Xiaoyan Kui. "Novel Private Date Access Control Scheme Suitable for Mobile Edge Computing." China Communications, vol. 18, no. 11, pp. 92-103, 2021, doi: 10.23919/JCC.2021.11.007 (国外SCI检索期刊) (IF = 2.688) (中国通信学会A类推荐期刊)
47.Wei Liang(梁伟), Songyou Xie, Jiahong Cai, Jianbo Xu, Yang Xu, Yupeng Hu*. "Deep Neural Network Security Collaborative Filtering Scheme for Service Recommendation in Intelligent Cyber-Physical Systems." IEEE Internet of Things Journal, vol. 18, no. 11, pp. 92-103, 2021, doi: 10.23919/JCC.2021.11.007 (国外SCI检索期刊) (IF = 9.936) (中科院JCR 1区, TOP期刊) (ESI高被引论文)
48.Xiaoyan Chen, Wei Liang*(梁伟), Jianbo Xu, Chong Wang, Kuan-ChingLi. "An Efficient Service Recommendation Algorithm for Cyber-Physical-Social Systems." IEEE Transactions on Network Science and Engineering, vol. 9, no. 6, pp. 3847-3859, 2022, doi: 10.1109/TNSE.2021.3092204 (国外SCI检索期刊) (IF = 5.213) (中科院JCR 2区, IEEE汇刊)
49.Zisang Xu, Wei Liang*(梁伟), Kuan-Ching Li, Jianbo Xu, Albert Y. Zomaya, Jixin Zhang. "A Time-sensitive Token-Based Anonymous Authentication and Dynamic Group Key Agreement Scheme for Industry 5.0." IEEE Transactions on Industrial Informatics, vol. 18, no. 10, pp. 7118-7127, 2022, doi: 10.1109/TII.2021.3129631 (国外SCI检索期刊) (IF = 9.112) (中科院JCR 1区, TOP期刊)
50.Yang Xu, Xiaodan Yan, Yulei Wu, Yupeng Hu, Wei Liang(梁伟), Jixin Zhang. "Hierarchical Bidirectional RNN for Safety-enhanced B5G Heterogeneous Networks." IEEE Transactions on Network Science and Engineering, vol. 8, no. 4, pp. 2946-2957, 2021, doi: 10.1109/TNSE.2021.3055762 (国外SCI检索期刊) (IF = 5.213) (中科院JCR 2区, IEEE汇刊)
51.Xiaoyan Chen, Wei Liang*(梁伟), Xiaoyan Kui, Shaofei Lu, Kuan-Ching Li. "A Secure Transmission Algorithm of Power Grid Data Based on Autonomous Multi-Robot Systems." Information Science, vol. 572, pp. 543-557, 2021, doi: 10.1016/j.ins.2021.05.033 (CCF B类期刊) (IF = 6.795) (中科院JCR 1区, TOP期刊)
52. Wei Liang(梁伟), Lijun Xiao, Ke Zhang, MingdongTang, Dacheng He andKuan-Ching Li*. "Data Fusion Approach for Collaborative Anomaly Intrusion Detection in Blockchain-based Systems." IEEE Internet of Things Journal, vol. 9, no. 16, pp. 14741-14751, 2022, doi: 10.1109/JIOT.2021.3053842 (国外SCI检索期刊) (IF = 9.936) (中科院JCR 1区, TOP期刊) (ESI高被引论文) (热点论文)
53. Wei Liang(梁伟), Zuoting Ning, Songyou Xie, YupengHu, Shaofeng Lu, Dafang Zhang*. "Secure Fusion Approach for the Internet of Things in Smart Autonomous Multi-Robot Systems." Information Science, vol. 579, pp. 468-482, 2021, doi: 10.1016/j.ins.2021.08.035 (CCF B类期刊) (IF = 6.795) (中科院JCR 1区, TOP期刊)
54. Chunyan Diao, Dafang Zhang, Wei Liang*(梁伟), Kuan-Ching Li, Yujie Hong, Jean-Luc Gaudiot. "A Novel Spatial-Temporal Multi-scale Alignment Graph Neural Network Security Model for Vehicles Prediction." IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 1, pp. 904-914, 2023, doi: 10.1109/TITS.2022.3140229 (国外SCI检索期刊) (IF = 9.936) (中科院JCR 1区, TOP期刊)
55. Bowen Zhao, Ximeng Liu, Wei-Neng Chen, Wei Liang(梁伟), Xinglin Zhang, Robert Deng. "PRICE: Privacy and Reliability-Aware Real-time Incentive System for Crowdsensing." IEEE Internet of Things Journal, vol. 8, no. 24, pp. 17584-17595, 15, 2021, doi: 10.1109/JIOT.2021.3081596 (国外SCI检索期刊) (IF = 9.936) (中科院JCR 1区, TOP期刊)
56. Yongkai Fan, Guanqun Zhao, XiaLei, Wei Liang(梁伟), Kuan-ChingLi*. "SBBS: A Secure Blockchain-based Scheme for IoT Data Credibility in Fog Environment." IEEE Internet of Things Journal, vol. 8, no. 11, pp. 9268-9277, 2021, doi: 10.1109/JIOT.2021.3057045 (国外SCI检索期刊) (IF = 9.936) (中科院JCR 1区, TOP期刊)
57. Zisan Xu, Wei Liang*(梁伟), Jianbo Xu, Kuan-Ching Li, Hai jin. "A Blockchain-based Roadside Unit-assisted Authentication and Key Agreement Protocol for Internet of Vehicles." Journal of Parallel and Distributed Computing, vol. 149, pp. 29-39, 2021, doi: 10.1016/j.jpdc.2020.11.003 (CCF B类期刊) (IF = 6.795) (JCR 2区) (ESI高被引论文)
58. Xiangwei Meng, Wei Liang*(梁伟), Zisang Xu, Xiaoyan Kui, Kuanching Li, Muhammad Khurram Khan,"An Anonymous Authenticated Group Key Agreement Scheme for Transfer Learning Edge Services Systems," ACM Transactions on Sensor Networks, https://doi.org/10.1145/3657292, 2024, (国外SCI检索期刊) (IF =2.253 ) (CCF B推荐期刊)
59. Wei Liang(梁伟), Yongkai Fan, Kuan-Ching Li*, Zomaya. "Secure Data Storage and Recovery in Industrial Blockchain Network Environments." IEEE Transactions on Industrial Informatics, vol. 16, no. 10, pp. 6543-6552, 2020, doi: 10.1109/TII.2020.2966069 (国外SCI检索期刊) (IF = 9.112) (中科院JCR 1区, TOP期刊) (ESI高被引论文)
60.Wei Liang*(梁伟), Weihong Huang, JingLong, Kuan-Ching Li, Dafang Zhang. "Deep Reinforcement Learning for Resource Protection and Real-time Detection in loT Environment." IEEE Internet of Things Journal, vol. 7, no. 7, pp. 6392-6401, 2020, doi: 10.1109/JIOT.2020.2974281 (国外SCI检索期刊) (IF = 9.936) (中科院JCR 1区, TOP期刊) (ESI高被引论文) (热点论文)
61. Wei Liang(梁伟), Kuan-Ching Li, Jing Long, Xiaoyan Kui, Albert Y.Zomaya. "An Industrial Network Intrusion Detection Algorithm Based on Multi feature Data Clustering Optimization Model." IEEE Transactions on Industrial Informatics, vol. 16, no. 3, pp. 2063-2071, 2020, doi: 10.1109/TII.2019.2946791 (国外SCI检索期刊) (IF = 9.112) (中科院JCR 1区, TOP期刊) (ESI高被引论文)
62. Wei Liang*(梁伟), Dafang Zhang, XiaLei, Kuan-Ching Li*,Zomaya. "Circuit Copyright Blockchain: Blockchain-based Homomorphic Encryption for IP Circuit Protection." IEEE Transactions on Emerging Topics in Computing, vol. 9, no. 3, pp. 1410-1420, 2021, doi: 10.1109/TETC.2020.2993032 (国外SCI检索期刊) (IF = 6.043) (JCR 1区, TOP期刊) (ESI高被引论文)
63. Wei Liang(梁伟), Jing Long*, Kuan-Ching Li ,Jianlong Xu, Nanjun Ma, XiaLei. "A Fast Defogging Image Recognition Algorithm based on Bilateral Hybrid Filtering." ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 17, no. 42, pp. 1–16, doi: 10.1145/3391297 (国外SCI检索期刊) (IF = 2.68) (CCFB类期刊) (JCR 2区, TOP期刊) (ESI高被引论文)
64. Wei Liang(梁伟), Songyou Xie , Jing Long, Kuan-Ching Li*. "Double PUF-based Bidirectional RFID Identity Authentication Protocol in Service-Centric Internet of Things Environment." Information Science, vol. 503, pp. 129–147, doi: 10.1016/j.ins.2019.06.047 (国外SCI检索期刊) (IF = 5.524) (CCF B类期刊) (中科院JCR 1区, TOP期刊)
65. Wei Liang(梁伟), Jing Long, Xia Lei, Haibo Luo, Kuan-ChingLi*. "An Efficient DataPacketing Algorithm for IPV6 Mobile Vehicle Network Based on Fast Handover Model with Time Difference," Future Generation Computer Systems, vol. 100, pp. 132–143, doi: 10.1016/j.future.2019.04.040 (国外SCI检索期刊) (IF =4.76) (中科院JCR 1区) (CCF推荐期刊)
66. Yongkai Fan, XiaodongLin, Wei Liang*(梁伟), Gang Tan, Priyadarsi Nanda. "A Secure Privacy Preserving Deduplication Scheme for Cloud Computing." Future Generation Computer Systems, vol. 101, pp. 127–135, doi: 10.1016/j.future.2019.04.046 (国外SCI检索期刊) (IF =4.76) (中科院JCR 1区) (CCF推荐期刊)
67. Wei Liang(梁伟), Jing Long, Xuhui Chen and Kuan-Ching Li, Zomaya. "TBRS: A Trust based Recommendation Scheme for Complex CPS Network." Future Generation Computer Systems, vol. 92, pp. 383–398, doi: 10.1016/j.future.2018.09.002 (国外SCI检索期刊) (IF =4.76) (中科院JCR 1区) (CCF推荐期刊)
68.Wei Liang(梁伟), Mingdong Tang*, Jing Long, Jianlong Xu, Kuan-Ching Li. "A Secure FaBric Blockchain based Data Transmission Technique for Industrial IoT." IEEE Transactions on Industrial Informatics, vol. 15, no. 6, pp. 3582-3592, 2019, doi: 10.1109/TII.2019.2907092 (国外SCI检索期刊) (IF = 9.112) (中科院JCR 1区, TOP期刊) (ESI高被引论文)
69. Wei Liang(梁伟), Zhiqiang Ruan*, Mingdong Tang and Li Peng. "A Secure-efficient DataCollection Algorithm based on Self-adaptive Sensing Model in Mobile Internet of Vehicles." China Communication, vol. 13, pp. 140-149, 2016, doi: 10.1109/CC.2016.7405730 (国内SCI检索期刊) (IF = 0.879) (中国通信学会A类推荐期刊)
70. Zhang, Jiao; Li, Xiong; Liang, Wei(梁伟); Vijayakumar, P; Alqahtani , Fayez; Tolba, Amr,"Two-Phase Sparsification with Secure Aggregation for Privacy-Aware Federated Learning,"2024, IEEE Internet of Things Journal, 2024, (中科院JCR1区,TOP期刊）
71.Na Hu , Dafang Zhang , Kun Xie ,Wei Liang(梁伟), Kuan-Ching Li , Albert Y. Zomaya，Dynamic multi-scale spatial–temporal graph convolutional network for traffic flow prediction， Future Generation Computer Systems ,2024, (中科院JCR2区,TOP期刊）
72.Na Hu, Wei Liang(梁伟), Dafang Zhang,Kun Xie,Kuanching Li, Albert Y. Zomaya, FedGCN: A Federated Graph Convolutional Network for Privacy-Preserving Traffic Prediction，IEEE Transactions on Sustainable Computing, 2024, (中科院JCR3区, IEEE汇刊）
73.Zisang Xu, Ruirui Zhang, Wei Liang(梁伟), Kuan-Ching Li, Ke Gu, Xiong Li, Jialun Huang, "A Privacy-Preserving Data Aggregation Protocol for Internet of Vehicles with Federated Learning," IEEE Transactions on Intelligent Vehicles, 2024. doi: 10.1109/TIV.2024.3411313., 2024, (中科院JCR2区, IEEE汇刊）
74.Jiao Zhang, Xiong Li, Pandi Vijayakumar, Wei Liang(梁伟), Victor Chang, Brij B. Gupta, "Graph Sparsification-Based Secure Federated Learning for Consumer-Driven Internet of Things," IEEE Transactions on Consumer Electronics, 2024. doi: 10.1109/TCE.2024.3411551., (中科院JCR2区, IEEE汇刊）
75.D. Tang, X. Wang, K. Li, C. Yin, W. Liang(梁伟) and J. Zhang, "FAPM: A Fake Amplification Phenomenon Monitor to Filter DRDoS Attacks With P4 Data Plane," IEEE Transactions on Network and Service Management, doi: 10.1109/TNSM.2024.3449889.., (中科院JCR2区, IEEE汇刊）
社会兼职
现任湖南省第十三届政协委员、中国民主促进会湘潭市委员会副主任委员、第十二届、第十三届湘潭市政协委员、民进湖南省第九届委员会科技教育委员会副主任、中国科学院网络信息中心客座教授、湘潭市政府信息安全咨询委员会专家组成员。国家自然科学基金项目通讯评审专家、湖南省自然科学基金项目评审专家、广东省科技计划项目评审专家、福建省自然科学基金项目评审专家、国际会议International Conference on Computational Intelligence and DataScience、国际会议International Conference on Blockchain and Trustworthy Systems、The 8th IEEE International Conference on Cyber Security and Cloud Computing、The 7th IEEE International Conference on Edge Computing and Scalable Cloud、The 8th IEEE International Conference on Edge Computing and Scalable Cloud等委员会主席。分别担任国际SCI期刊Telecommunication Systems、国际EI期刊International Journal of Embedded Systems(IJES)、国际EI期刊International Journal of Computational Science and Engineering(IJCSE)的副主编；分别担任国际SCI期刊Journalof Parallel and Distributed Computing特刊客座主编、国际SCI期刊International Journal of Distributed Sensor Networks特刊客座主编、国际SCI期刊IJCS编委、国际SCI期刊Sustainability特刊客座主编、国际SCI期刊Computer Science and Information Systems客座主编。
欢迎热爱科研、积极进取的研究生和优秀本科生加入实验室团队，邮件：wliang@hnust.edu.cn