梁偉個人簡介
時間：2021-11-04 訪問量：
2003网站太阳集团教授，院長，博士生導師，湖南省政協委員，湖南省芙蓉學者獎勵計劃特聘教授，湖南大學嶽麓學者，福建省高校新世紀優秀人才，2003网站太阳集团湘江學者“領軍人才”，湖南省“十四五”重點學科計算機科學與技術學科負責人，“智能網聯車輛軟件設計與服務”湖南省工程研究中心主任，湖南省超級計算科學學會副理事長，湖南省計算機教育專委會副理事長，湖南省計算機學會常務理事，湖南省普通本科高校計算機與公安技術教學指導委員會委員，IEEE 高級會員，CCF 高級會員，本科與博士分别畢業于中南大學與湖南大學，美國lehigh大學計算機與電子工程系博士後。近年來一直從事區塊鍊底層技術、數據隐私安全保護、量子安全計算、芯片可信安全保護、智能網聯車輛安全設計等方面的研究工作。共主持國家自然科學基金聯合重點項目、國家自然科學基金項目、國家重點研發計劃課題、軍科委創新特區項目等國家級項目8項、主持湖南省重點研發計劃項目、湖南省交通運輸廳科技進步與創新計劃項目、湖南省自然科學基金項目、湖南省科技計劃項目、企業委托橫向項目等30餘項，申請和授權國家發明專利32項與軟件著作權登記18項；在IEEE TC、IEEE TON、IEEE TSC、IEEE TDSC、IEEE TPDS、IEEE TFS、IEEE TIFS、IEEE TITS、IEEE TCBB、ACM TOIT、IEEE TNSE、ACM TOMM、ACM Computing Surveys、軟件學報、ACM SIGMOD2024、IEEE INFOCOM2023 、ACM SIGMETRICS2025、DAC2025等國内外期刊和重要會議上共發表學術論文200餘篇，其中以第一作者或通訊作者發表在中科院1區期刊、CCF A類與IEEE/ACM Trans系列上的高水平期刊和頂級會議論文80餘篇，包括ESI全球前1%高被引論文15篇，ESI全球前1‰熱點論文3篇，最佳國際會議論文獎8篇，擔任IEEE CSCloud 2023、IEEE EdgeCom 2023國際會議大會主席以及ICA3PP 2021、IEEE Trustcom2018、IEEE SmartBlock 2020、Blocksys 2019、IEEE SmartCom 2020、EAI SecurityCom 2025等國際會議程序委員會主席，獲得2021年度IEEE Smart Computing Special Technical Community Middle-Career Award (中期事業成就獎)、國際會議ICA3PP 2021傑出服務獎(排名第1），2022年湖南省科技進步二等獎(排名第1），2018年福建省科技進步三等獎(排名第3），2023年度湘潭市自然科學優秀學術論文一等獎(排名第1），2024年成果入選中國算力網絡十大創新成果，2024中國産學研合作創新人物獎（個人獎），廣東省物聯網協會科技進步一等獎，連續四年入選全球前2%頂尖科學家年度和終身科學影響力榜單；入選全球頂尖前10萬名科學家榜單；主編教材和專著4本，指導學生獲得全國大學生挑戰杯銀獎1項、全國大學生信息安全競賽一等獎1項，獲得教育部全國大學生信息安全競賽優秀指導教師獎1次，共指導博士研究生9名（已畢業3名），博士後2名，碩士生27名（已畢業15名）。
主持的部分項目
1. 國家自然科學基金聯合重點項目“高速動車組列車網絡去中心化數據安全機理及隐私計算方法研究”，項目編号：U2468205，2025.01-2028.12，項目主持人。
2. 國家自然科學基金面上項目“區塊鍊跨鍊數據高效安全協同理論與方法研究”，項目編号：62472168，2025.01-2028.12，項目主持人。
3. 國家自然科學基金面上項目“高頻次區塊鍊數據訪問控制與自主存證方法研究”，項目編号：62072170，2021.01-2024.12，項目主持人。
4. 國家自然科學基金面上項目“面向數字集成電路知識産權保護的PUF基礎理論與實時檢測技術研究”，項目編号：61572188，2016.01-2019.12，項目主持人。
5. 國家自然科學青年基金項目“超大規模集成電路中低功耗雙重芯核水印技術研究”，項目編号：6120246，2013.01-2015.12，項目主持人。
6. 國家重點研發計劃課題“高效的區塊鍊網絡架構和工作模式研究”，項目編号：2021YFA1000601, 2021.12-2026.11，課題主持人。
7. 軍科委創新特區項目，”面向xxx的xxx項目”，2022.10-2024.12，項目主持人。
8. 軍科委創新特區項目，”xxx的新型xxx項目”，2024.01-2024.12，項目主持人。
9. 國家自然科學基金面上項目“安全感知的汽車信息物理系統設計關鍵技術研究”，項目編号：61872436, 2019.01-2022.12，項目主研人。
10. 湖南省重點研發計劃項目“自主可信财務鍊智能報賬系統的底層關鍵技術研發及應用”，項目編号：2022GK2015，2022.01-2023.12，項目主持人。
11. 湖南省交通運輸廳科技進步與創新計劃項目“基于區塊鍊的交通運輸信息實時共享與認證管理機制研究”，項目編号：202101，2021.06-2022.12，項目主持人。
12. 中央高校基本科研業務項目“聯盟區塊鍊自主可控的隐私數據共識技術研究”，項目編号：531118010527，2019.06-2023.06，項目主持人。
13. 湖南省自然科學基金面上項目“聯盟區塊鍊中隐私數據安全自治關鍵技術研究”，項目編号：2021JJ30341，2022.01-2025.12，項目主持人。
14. 網絡偵查技術湖南省重點實驗室開放研究基金項目“基于區塊鍊的數據隐私與安全自治理論研究”，項目編号 2020WLZC001，2021.01-2022.12，項目主持人。
15.福建省高等學校新世紀優秀人才支持計劃項目“基于VLSI的知識産權可逆保護方法與實時取證技術研究”項目編号：20171012，2018.1-2020.6，項目主持人。
16. 第56批中國博士後基金面上項目“适用于集成電路知識産權保護的PUF基礎理論與應用技術研究”，項目編号：140778，2014.04-2016.04，項目主持人。
17. 廈門市科技計劃項目“适用于集成電路知識産權保護的方法及檢測技術研究”，項目編号：3502Z20173035，2018.04-2021.04，項目主持人。
18. 福建省自然科學基金面上項目“數字集成電路版權保護中可逆水印關鍵技術研究”，項目編号：2018J01570，2018.04-2021.04，項目主持人。
19. 湖南省科技廳科技計劃項目“基于FPGA的物理級的芯核水印系統研究”，項目編号：2011GK3156，2011.01-2013.09，項目主持人。
20. 湖南省自然科學基金面上項目“基于VLSI的雙重芯核水印關鍵技術研究”，項目編号：13JJ3091，2013.01-2015.09，項目主持人。
21.湖南省教育廳科學研究重點項目“适用于集成電路知識産權保護的魯棒PUF技術研究”，項目編号：14A407，2014.01-2016.09，項目主持人。
22. 企業委托課題-廈門市湘科信息科技有限公司“高通量聯盟鍊智能交通平台的研發”，2021.12-2022.12，項目主持人。
23. 企業委托課題-中山大學深圳研究院“區塊鍊存證應用技術開發與研究”，項目主持人。
24. 企業委托課題-廣東啟鍊科技有限公司“'區塊鍊+數字智能服務'聯合實驗室”，項目主持人。
25. 企業委托課題-廈門市湘科信息科技有限公司“區塊鍊中高性能電子征信平台的研發”，項目主持人。
26. 企業委托課題-長沙市雷凹科技有限公司“電力聯盟區塊鍊中數據安全傳輸認證平台研發”，項目主持人。
27. 委托課題-中國科學院空天信息創新研究院“智能算法雲端分布式協同計算符合性測試”，2024.12-2025.12，項目主持人。
28. 委托課題-北京航天航空大學-“遙感數據智能标注技術”，2025.4-2026.4，項目主持人。
發表的部分學術論文
1. Yuhui Li, Wei Liang(梁偉)*, kun xie, Dafang zhang, Kuanching Li, Naixue Xiong,"EventMon: Real-Time Event-based Streaming Network Monitoring Data Recovery" IEEE Transactions on Dependable and Secure Computing(TDSC),2025,(計算機學會CCF A類期刊)
2.Jiazheng Tian, Kun Xie, Xin Wang, Jigang Wen, Gaogang Xie, Jiannong Cao, Wei Liang(梁偉), Kenli Li, Reducing Network Distance Measurement Overhead: A Tensor Completion Solution with a New Minimum Sampling Bound, IEEE/ACM Transactions on Networking (TON) , 2025,(計算機學會CCF A類期刊)
3. Xiaocan Li, Kun Xie, Jigang Wen, Guangxing Zhang, Wei Liang(梁偉), Gaogang Xie, Kenli Li, Joint Neural Matrix Completion for Multi-Attribute Mobile Crowd Sensing,INFOCOM 2025(計算機學會CCF A類會議)
4.Haoxuan Wang, Kun Xie, Jigang Wen, Guangxing Zhang, Wei Liang(梁偉), Gaogang Xie, Kenli Li, PetTC: Pairwise Joint Embedding based Contrastive Tensor Completion for Network Traffic Monitoring Services， IEEE Transactions on Services Computing (TSC) , 2025 (計算機學會CCF A類期刊)
5. Xin Zeng, Kun Xie, Yanbiao Li, Ke Xu, Gaogang Xie, Jigang WEN, Yinchuan Cong, and Wei Liang(梁偉). INT-MC: Low-Overhead In-Band Network-Wide Telemetry Based on Matrix Completion, SIGMETRICS 2025. (計算機學會CCF B 類頂級期刊)
6.Yinchuan Cong, Kun Xie, Jigang Wen, Jiwei Zhang, Yansong Yin, Qingyi Zhang, Gaogang Xie,Wei Liang(梁偉), Per-packet Traffic Measurement in Storage, Computation and Bandwidth Limited Data Plane, IEEE/ACM Transactions on Networking (TON) , 2025. (計算機學會CCF A類期刊)
7. Haoxuan Wang, Kun Xie, Xin Wang, Jigang Wen, Ruotian Xie, Zulong Diao, Wei Liang(梁偉), Gaogang Xie, and Jiannong Cao, GDI: A Novel IoT Device Identification Framework via Graph Neural Network-based Tensor Completion, IEEE Transactions on Services Computing(TSC), 2025 (計算機學會CCF A類期刊)
8. Xiaocan Li, Kun Xie, Jigang Wen, Gaogang Xie, Wei Liang(梁偉), Tensor Factorization for Accurate Anomaly Detection in Dynamic Networks, IEEE Transactions on Sustainable Computing, 2025, (中科院JCR 2區, TOP期刊)
9 Jigang Wen, Shuyu Pei, Chuhan Yan, Kun Xie, and Wei Liang(梁偉)，Extensible bloom filters: Adaptive strategies for scalability and efficiency in network and distributed systems to handle increased data，Tsinghua Science and Technology，2024， (中科院JCR 1區, TOP期刊)
10.Mingkuan Wei, Jigang Wen, Shiming He, Kun Xie, Wei Liang(梁偉), Gaogang Xie, Kenli Li, and Ziyu Zhu，TCMS: a Multi-sequence Log Parsing Method Based on Token Conversion，IEEE Transactions on Dependable and Secure Computing, 2025，(TDSC),2025,(計算機學會CCF A類期刊)
11. Jigang Wen, Chenying Ma, Kun Xie, Shiming He, Shuyu Pei,Yuxiang Chen,Wei Liang(梁偉), and Quan Feng，Efficient Log Parsing Method Based on Log Locality Features，Tsinghua Science and Technology，2024，(中科院JCR 1區, TOP期刊)
12.Jigang Wen, Xiaocan Li, Kun Xie, Wei Liang(梁偉), Gaogang Xie, J-Tucker: Joint Compression Scheme for Efficient Deployment of Multi-Task Deep Learning Modelson Edge Devices, lEEE Network, 2025，(中科院JCR 1區, TOP期刊)
13.Yuhui Li, Wei Liang(梁偉)*,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 (計算機學會CCF A類頂級會議)
14.Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 23.8) (中科院JCR 1區, TOP期刊).
15.Dan Tang,Rui Dai,Yudong Yan,Keqin Li,Wei Liang(梁偉),Zheng Qin. "When SDN Meets Low-rate Threats: A Survey of Attacks and Countermeasures in Programmable Networks,."ACM Computing Surveys，2024 (國外SCI檢索期刊) (IF = 23.8) (中科院JCR 1區, TOP期刊).
16.Haojie Ji, Kun Xie, Jigang Wen, Gaogang Xie,Wei Liang(梁偉)*. " 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 (計算機學會CCF A類頂級會議)
17.Wei Liang(梁偉)*, 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(TIFS), pp. 1-1, 2024, doi: 10.1109/TIFS.2024.3364370 (國外SCI檢索期刊) (IF = 6.8) (計算機學會CCF A類頂級期刊）
18. Yaqin Liu, Wei Liang(梁偉)*, 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(TSC), pp. 1-14, 2023, doi: 10.1109/TSC.2023.3333806 (國外SCI檢索期刊) (IF = 2.711) (計算機學會CCF A類頂級期刊）(ESI高被引論文)
19. Wei Liang(梁偉)*, 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(TC), vol. 73, no. 3, pp. 669-682, doi: 10.1109/TC.2021.3077738 (IF = 2.711) (計算機學會CCF A類頂級期刊, TOP期刊）(ESI高被引論文)
20. Tang Dan, Gao chenjun, Wei Liang(梁偉)*, Jin Wenqiang. " LtRFT: Mitigate the Low-Rate Data Plane DDoS Attack With Learning-To-Rank Enabled Flow Tables." IEEE Transactions on Information Forensics & Security(TIFS), vol. 18, pp. 3143-3157, 2023, doi: 10.1109/TIFS.2023.3275768 (計算機學會CCF A類頂級期刊, TOP期刊）(ESI高被引論文)
21. Wei Liang(梁偉), 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(TITS), vol. 24, no. 9, pp. 8431-8442, 2023, doi: 10.1109/TITS.2022.3156266 (國外SCI檢索期刊) (IF = 9.936) (中科院JCR 1區, TOP期刊) (ESI高被引論文)
22. Yuxun Luo, Wenyu Shan, Li Peng*, Lingyun Luo, Pingjian Ding, and Wei Liang(梁偉)*. " A computational framework for predicting novel drug indications using graph convolutional network with contrastive learning." IEEE Journal of Biomedical and Health Informatics(IEEE JBHI), pp. 1-10, 2024, doi: 10.1109/JBHI.2024.3387937 (國外SCI檢索期刊) (IF = 7.7) (中科院JCR 1區).
23. 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檢索期刊, 中科院JCR 2區)
24. Songyou Xie, Lijun Xiao, Dezhi Han, Kun Xie, Xiong Li, Wei Liang(梁偉)*. " 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 (國外SCI檢索期刊) (IF = 5.213) (中科院JCR 2區, IEEE彙刊).
25. Kun Xie, Yudian Ouyang, Xin Wang, Kenli Li, Wei Liang(梁偉)*, 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 (計算機學會CCF A類頂級期刊, TOP期刊）
26. Linxi Li, Kun Xie, Shuyu Pei, Jigang Wen, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 5.213) (中科院JCR 2區, IEEE彙刊).
27. D. Tang, Z. Zheng, K. Li, C. Yin, W.Liang(梁偉) 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. (國外SCI檢索期刊) (IF = 5.213) (中科院JCR 2區, IEEE彙刊).
28. Y. Hong, L. Yang, W.Liang(梁偉) 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.(國外SCI檢索期刊) (IF =4.29 ) (SCI檢索期刊, 中科院JCR 2區)
29. L. Li, K. Xie, S. Pei, J. Wen,W.Liang(梁偉) 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.. (國外SCI檢索期刊) (IF = 5.213) (中科院JCR 2區, IEEE彙刊).
30. J. Zhang, X. Li, K. Gu, W.Liang(梁偉) 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..(國外SCI檢索期刊) (IF =4.29 ) (SCI檢索期刊, 中科院JCR 2區)
31. Y. Li, F. Xiao, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 5.1) (中科院JCR 2區, IEEE彙刊).
32.Na Hu , Dafang Zhang , Kun Xie ,Wei Liang(梁偉), 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區,TOP期刊）
33.Na Hu, Wei Liang(梁偉), 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區, IEEE彙刊）
34.Zisang Xu, Ruirui Zhang, Wei Liang(梁偉), 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區, IEEE彙刊）
35.Jiao Zhang, Xiong Li, Pandi Vijayakumar, Wei Liang(梁偉), 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區, IEEE彙刊）
36.D. Tang, X. Wang, K. Li, C. Yin, W. Liang(梁偉) and J. Zhang, "FAPM: A Fake Amplification Phenomenon Monitor to Filter DRDoS Attacks With P4 Data Plane," IEEE Transactions on Network and Service Management,2024, doi: 10.1109/TNSM.2024.3449889.., (中科院JCR2區, IEEE彙刊）
37. Tang Dan, Gao chenjun, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 5.213) (中科院JCR 2區, IEEE彙刊).
38. Miao Liao, Yan Lu, Xiong Li, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 11.9) (中科院JCR1區,TOP期刊）
39. Xiangwei Meng, Ce Yang, Yiren Qi, Wei Liang(梁偉)*, 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 (國外SCI檢索期刊) (JCR 2區, IEEE彙刊).
40. Dan Tang, Gao chenjun, Wei Liang(梁偉), 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. (國外SCI檢索期刊) (中科院JCR 2區, IEEE彙刊）
41. Yufeng Xiao，Yingzi Huo，Jiahong Cai，Yinyan Gong，Wei Liang(梁偉)* 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 (國外SCI檢索期刊) (IF =4.29 ) (SCI檢索期刊, 中科院JCR 2區)
42. Zhengkang Zuo, Zhicheng Zeng, Wei Su, Qing Huang, Yuhan Ke, Zengxin Liu, Changjing Wang, Wei Liang(梁偉). " 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 (國外SCI檢索期刊) (IF = 5.524) (CCF B類期刊) (中科院JCR 1區, TOP期刊)
43. Jing Long, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 11.648) (中科院JCR 1區, TOP期刊)
44. Yuhui Li, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 3.702) (CCF B類 推薦期刊)(ESI高被引論文)
45. Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 5.883) (中科院JCR 2區, TOP期刊)
46. Shiwen Zhang, Jiayi He, Wei Liang(梁偉), 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 (IF = 7.5) (SCI檢索期刊, 中科院JCR 1區, TOP期刊)
47. Jiao Zhang, Xiong Li, Ke Gu, Wei Liang(梁偉), 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 (IF =4.29 ) (SCI檢索期刊, 中科院JCR 2區)
48.L. Xiao, D. Han, C. Yang, J. Cai, W. Liang(梁偉) 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 (國外SCI檢索期刊) (IF =4.29 ) (SCI檢索期刊, 中科院JCR 2區)
49. Dan Tang, Wang Siyuan, Zhang Siqi , Qi Zheng, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 8.6) (中科院JCR 2區, IEEE彙刊）
50.Ye Xiao, Xingchen Li, Jiangjin Yin, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 8.213) (中科院JCR 1區, TOP期刊).
51.Shiwen Zhang, Yibin Yang, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 4.3) (中科院JCR 2區).
52.Shaofei Lu, Shen Liu, Yajun Zhu, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 9.112) (中科院JCR 1區, TOP期刊)
53.Dezhi Han, Yujie Zhu, Dun Li, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 11.648) (中科院JCR 1區, TOP期刊) (ESI高被引論文)
54.Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 3.989) (CCF B類期刊) (ESI高被引論文)
55.Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 2.688) (中國通信學會A類推薦期刊)
56.Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 9.936) (中科院JCR 1區, TOP期刊) (ESI高被引論文)
57.Xiaoyan Chen, Wei Liang*(梁偉), 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 (國外SCI檢索期刊) (IF = 5.213) (中科院JCR 2區, IEEE彙刊)
58.Zisang Xu, Wei Liang*(梁偉), 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 (國外SCI檢索期刊) (IF = 9.112) (中科院JCR 1區, TOP期刊)
59.Yang Xu, Xiaodan Yan, Yulei Wu, Yupeng Hu, Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 5.213) (中科院JCR 2區, IEEE彙刊)
60.Xiaoyan Chen, Wei Liang*(梁偉), 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類期刊) (IF = 6.795) (中科院JCR 1區, TOP期刊)
61. Wei Liang(梁偉), 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類期刊) (IF = 6.795) (中科院JCR 1區, TOP期刊)
62. Chunyan Diao, Dafang Zhang, Wei Liang*(梁偉), 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 (國外SCI檢索期刊) (IF = 9.936) (中科院JCR 1區, TOP期刊)
63. Zisan Xu, Wei Liang*(梁偉), 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類期刊) (IF = 6.795) (JCR 2區) (ESI高被引論文)
64. Xiangwei Meng, Wei Liang*(梁偉), 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, (國外SCI檢索期刊) (IF =2.253 ) (CCF B推薦期刊)
65. Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 9.112) (中科院JCR 1區, TOP期刊) (ESI高被引論文)
66.Wei Liang*(梁偉), 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 (國外SCI檢索期刊) (IF = 9.936) (中科院JCR 1區, TOP期刊) (ESI高被引論文) (熱點論文)
67. Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 9.112) (中科院JCR 1區, TOP期刊) (ESI高被引論文)
68. Wei Liang*(梁偉), 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 (國外SCI檢索期刊) (IF = 6.043) (JCR 1區, TOP期刊) (ESI高被引論文)
69. Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 2.68) (CCFB類期刊) (JCR 2區, TOP期刊) (ESI高被引論文)
70. Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 5.524) (CCF B類期刊) (中科院JCR 1區, TOP期刊)
71. Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF =4.76) (中科院JCR 1區) (CCF推薦期刊)
72. Yongkai Fan, XiaodongLin, Wei Liang*(梁偉), 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 (國外SCI檢索期刊) (IF =4.76) (中科院JCR 1區) (CCF推薦期刊)
73. Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF =4.76) (中科院JCR 1區) (CCF推薦期刊)
74.Wei Liang(梁偉), 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 (國外SCI檢索期刊) (IF = 9.112) (中科院JCR 1區, TOP期刊) (ESI高被引論文)
社會兼職
現任中國民主促進會湘潭市委員會副主任委員、民進湖南省第九屆委員會科技教育委員會主任、 湖南省第十三屆政協委員、第十二屆、第十三屆湘潭市政協委員、民進湖南省第九屆委員會科技教育委員會主任、中國科學院網絡信息中心客座教授、湘潭市政府信息安全咨詢委員會專家組成員。國家自然科學基金項目通訊評審專家、湖南省自然科學基金項目評審專家、廣東省科技計劃項目評審專家、福建省自然科學基金項目評審專家、國際會議International Conference on Computational Intelligence and DataScience、國際會議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等委員會主席。分别擔任國際SCI期刊Telecommunication Systems、國際EI期刊International Journal of Embedded Systems(IJES)、國際EI期刊International Journal of Computational Science and Engineering(IJCSE)的副主編；分别擔任國際SCI期刊Journalof Parallel and Distributed Computing特刊客座主編、國際SCI期刊International Journal of Distributed Sensor Networks特刊客座主編、國際SCI期刊IJCS編委、國際SCI期刊Sustainability特刊客座主編、國際SCI期刊Computer Science and Information Systems客座主編。
歡迎熱愛科研、積極進取的研究生和優秀本科生加入實驗室團隊，郵件：wliang@hnust.edu.cn