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个人简介

学习经历 1998年毕业于北京大学计算机系,获学士学位; 1999年毕业于美国哥伦比亚大学计算机系,获硕士学位;2015年毕业于北京大学计算机系统结构专业,获博士学位(导师:李晓明教授)。 工作经历 具有近6年海外知名上市公司工作经历,曾经先后就职美国纽约IBM T.J. Waston研究中心,美国纽约 Citigroup(花旗)金融集团总部系统工程师,美国加州Oracle (甲骨文) 软件公司总部项目经理,美国加州Google公司总部网络工程师。在网络技术、互联网信息处理等方面有丰富的经验。 2018年创办了IEEE HotICN国际学术会议,在后续HotICN 2019 (重庆邮电大学)、2020(中国科技大学,合肥)、2021年(南京紫金山实验室)、2022年(广东工业大学,广州)都担任Steering Committee Member。担任新型网络体系与技术国际学术会议(ICENAT 2022)本地主席。担任过IEEE Communications Surveys & Tutorials、IEEE Communication Magazine、IEEE Networks、Trans of Cybernetics、JSAC、TON、KBS、TNSE、 PPNA、JNCA、Globecom、ICC、SigKDD 2019-2020、IEEE Blockchain 2019-2020,AAAI 2019-2020、计算机学报、软件学报等国际期刊和会议审稿人。

研究领域

未来网络(信息中心网络)、区块链、联邦学习、知识图谱

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

1、Mingpei Cao, Hao Wang, Tailing Yuan, Kun Xu, Kai Lei*, Jiaping Wang, “Meta-Regulation: Adaptive Adjustment to Block Size and Creation Interval for Blockchain Systems”, IEEE Journal on Selected Areas in Communications (JSAC,IF:9.144 ), Nov. 2022 2、Kai Lei*, Guanjie Lin, Meimei Zhang, Keke Li, Qi Li, Xiaojun Jing, Peng Wang, “Measuring the Consistency between Data and Control Plane in SDN”, IEEE/ACM Transactions on Networking, July,2022 3、Kai Lei*, H Ye, J Fang, P Chen, L Zhang, J Xiao,“GBRM: a Graph Embedding and Blockchain-based Resource Management Framework for 5G MEC”, Journal of Supercomputing, 1-20,2022 4、Z Nie, S Zheng, Y Liu, Z Chen, S Li*, Kai Lei*, F Pan*, “Automating Materials Exploration with a Semantic Knowledge Graph for Li-Ion Battery Cathodes”,Advanced Functional Materials(IF:18.8),2022 5、Kai Lei*, J Huang, X Li, Y Li, Y Zhang, B Bai, F Zhang, G Zhang, J Jiang, “HOPASS: A two-layer Control Framework for Bandwidth and Delay Guarantee in Datacenters”, Journal of Network and Computer Applications (JCNA),2021 6、Meng Qin, Kai Lei*, Dual-channel hybrid community detection in attributed networks,Information Sciences (SCI Q1),April.2021, pp 146-167; 7、R Chen, F Shu, S Huang, L Huang, H Liu, J Liu, Kai Lei*, BIdM: A Blockchain-Enabled Cross-Domain Identity Management System, Journal of Communications and Information Networks, March, 2021, pp 44-59; 8、Huang, Shuokang, Lei, Kai*, IGAN-IDS: An imbalanced generative adversarial network towards intrusion detection system in ad-hoc networks, Ad Hoc Networks, Aug.1 2020, Vol:105,(SCI Q1, IF: 3.643, ISSN 1551-3203, 39/156) 9、Huang Shuokang, Chen Ruibiao, Li Yu, Zhang Meimei, Lei Kai, Xu Ting, Yu Xiquan, Intelligent Eco Networking (IEN) III: A Shared In-network Computing Infrastructure towards Future Internet, IEEE 3rd HotICN 2020, 12 December 2020, pp.47-52. 10、Kai Lei, Qichao Zhang, Junjun Lou, Bo Bai, and Kuai Xu, “Securing ICN-based UAV Ad Hoc Networks withBlockchain”,IEEE Communication Magazine(SCI Q1,IF:10.356,ISSN 0163-6804,4/260),2019.06 11、Kai Lei; Yuzhi Liang*; Wei Li; Congestion Control in SDN-based Network via Multi-task Deep Reinforcement Learning, IEEE NETWORK ( SCI Q1, IF: 7.503, ISSN 0890-8044, 8 / 274); 12、Kai Lei, Junjie Fang, Qichao Zhang, Junjun Lou, Maoyu Du, Jianping Wang, Kuai Xu, “Blockchain-Based Cache Poisoning Security Protection and Privacy-Aware Access Control in NDN Vehicular Edge Computing Networks“, Journal of Grid Computing (SCI Q1, IF: 3.808, ISSN 1570-7873, 42/307), 2020.07, (To be Published); 13、Shuokang Huang,Kai LEI*,“GAN-IDS: An Imbalanced Generative Adversarial Network towards Intrusion Detection System in Ad-hoc Networks”,Ad Hoc Networks,2020.04 14、Kai LEI, Maoyu Du, Jiyue Huang, and Tong Jin,“Groupchain: Towards a Scalable Public Blockchain in Fog Computing of IoT Services Computing”,IEEE Transactions on Services Computing(SCI Q1, IF: 5.707, ISSN 1939-1374, 8/152), 2020.03 15、Yuzhi Liang, Yukun Wang, Kai LEI*, Min Yang, Ziyu Lv, “Reachability Preserving Compression for Dynamic Graph”, Information Sciences (SCI Q1, IF: 5.524, ISSN 0020-0255, 14 / 189), Volume 520, May 2020, Pages 232-249 16、Kai Lei, Qiuai Fu, Min Yang, Yuzhi Liang, “Tag recommendation by text classification with attention-based capsule network”, Neurocomputing (SCI Q1, IF: 4.072, ISSN 0925-2312, 21 / 189), 28 January 2020 17、Kai Lei, Shangru Zhong, Fangxin Zhu, Haijun Zhang, Kuai Xu, “A NDN IoT Content Distribution Model with Network Coding Enhanced Forwarding Strategy for 5G”, IEEE Transactions on Industrial Informatics (SCI Q1, IF: 5.430, ISSN 1551-3203, 5/105), 2017.12 18、Min, Yang, Wei Zhao, Wei Xu, Yabing Feng, Zhou Zhao, Xiaojun Chen, Kai LEI*, “Multitask Learning for Cross-Domain Image Captioning”, IEEE Transactions on Multimedia (SCI Q1, IF:5.452, ISSN: 1520-9210, 22/569), 2018.08 19、Shao, Y., LEI, Kai*, Chen, L., Huang, Z., Cui, B., Liu, Z., & Xu, J. (2017). “Fast Parallel Path Concatenation for Graph Extraction”. IEEE Transactions on Knowledge and Data Engineering (TKDE) (SCI Q1, IF: 3.857, ISSN: 1041-4347, 20/269), 29(10), 2210-2222, 2017.10; 20、Kai LEI, Bing Zhang, Yu Lia, Min Yang, Ying Shen, “Time-driven Feature-aware Jointly Deep Reinforcement Learning for Financial Signal Representation and Algorithmic Trading”, Expert Systems With Applications (SCI Q1, IF: 4.292, ISSN 0957-4174, 15/189), 2019.08 21、Kai LEI,Yuexiang Xie, Shangru Zhong, Jingchao Dai, Ying Shen, Min Yang, “Generative Adversarial Fusion Network for Class Imbalance Credit Scoring”, Neural Computing and Applications (SCI Q1, IF: 4.664, ISSN 0941-0643, 35/189), 2019.07; 22、Kai LEI, Jin Zhang, Desi Weng, Yuexiang Xie, Daoyuan Chen, Min Yang, Ying Shen, “Path-based Reasoning with Constrained Type Attention for Knowledge Graph Completion”, Neural Computing and Applications (SCI Q1, IF: 4.664, ISSN 0941-0643, 35/189), 2019.02 23、Ying Shen, Kaiqi Yuan, Jingchao Dai, Buzhou Tang, Min Yang, Kai LEI*, “KGDDS: A System for Drug-Drug Similarity Measure in Therapeutic Substitution based on Knowledge Graph Curation”, Journal of Medical Systems (SCI Q2, IF: 2.415, ISSN: 0148-5598, 56/269), 2019.03; 24、Ying Shen, Kaiqi Yuan, Min Yang, Buzhou Tang, Yaliang Li, Nan Du, Kai LEI*,, “KMR: Knowledge-oriented Medicine Representation Learning for Drug-Drug Interaction and Similarity Computation”, Journal of Cheminformatics (SCI Q1, IF: 4.154, ISSN:1758-2946, 70/569 ), 2019.03; 25、Ying Shen, Lizhu Zhang, Jin Zhang, Min Yang, Buzhou Tang, Yaliang Li, Kai LEI*, “CBN: Constructing a Clinical Bayesian Network based on Data from the Electronic Medical Record”, Journal of Biomedical Informatics (SCI Q1, IF: 2.95, ISSN: 1532-0464, 95/569), 2018.09. 26、Meng Qin, Di Jin*, Kai LEI*, Bogdan Gabrys, Katarzyna Musial, “Adaptive Community Detection Incorporating Topology and Content in Social Networks”, Knowledge-Based Systems (SCI Q1, IF:5.101, ISSN: 0950-7051,14/132), 2018.07. 27、Ying Shen, Yaliang Li, Yang Deng, Jin zhang, Shangchun Si, Min Yang, Kai LEI*, “Gastroenterology Ontology Construction using Synonym Identification and Relation Extraction“, IEEE ACCESS (SCI Q1,IF: 4.098, ISSN 2169-3536, 24/148), 2018.07 28、Ying Shen, Daoyuan Chen, Buzhou Tang, Min Yang, Kai LEI*, “EAPB: Entropy-Aware Path-Based Method for Ontology Evaluation”, Journal of Biomedical Semantics (SCI Q2, IF:1.582, ISSN: 2041-1480, 239/569), 2018.07 29、Kai LEI, Ying Liu, Shangru Zhong,Yongbin Liu, Kuai Xu “Understanding User Behavior in Sina Weibo Online Social Network: A Community Approach“, IEEE ACCESS (SCI Q1, IF: 4.098, ISSN 2169-3536, 24/148), 2018.02 30、Ying Shen, Kaiqi Yuan, Daoyuan Chen, Joël Colloc, Min Yang, Yaliang Li, Kai LEI*, “An Ontology-Driven Clinical Decision Support System (IDDAP) for Infectious Disease Diagnosis and Antibiotic Prescription”, Artificial Intelligence In Medicine (SCI Q1, IF: 3.574, ISSN: 0933-3657, 31/132), 2018.02; 31、Kai LEI, Zhang Lizhu, Liu Ying, Shen Ying, Liu Chenwei, Yu Qian, Weng Weitao, “An event summarizing algorithm based on the timeline relevance model in Sina Weibo”, SCIENCE CHINA Information Sciences (SCI Q2, IF: 2.188, ISSN: 1674-733X, 82/146), 2018.01

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