• 雷凯

  • 职称:副研究员
  • 职务:深圳市内容中心网络与区块链重点实验室(ICNLab)主任
  • 电话:0755-26035225; 传真:0755-26035226
  • Email:leik{@} pkusz.edu.cn
  • 实验室网站:http://netlab.pkusz.edu.cn
研究方向:未来网络(信息中心网络)、区块链、联邦学习与知识图谱;

个人简介:
· 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

深圳市内容中心网络与区块链重点实验室(ICNLab)主任、互联网信息工程中心常务/主任(2005年1月至今)、北京大学深圳研究生院工会副主席(2014年9月至今)、信息工程学院书记(2009年10月至今)。广东省计算机学会区块链专委会副主任;中国计算机学会(CCF)高级会员、区块链专委会委员、深圳分部执委、CCF YOCSEF(深圳)主席(2017-2018);中国生物医学工程学会人工智能分会委员,深圳市高层次人才。

主持过国家自然科学基金、国家发改委项目、省部产学研项目。参与973、863计划、科技支撑计划、国家自然科学基金等项目10多项。培养计算理学硕士毕业生101人(13届,2006-2019),发表论文140余篇,专利申请28项、授权12项(含美国专利授权3项),软件著作权21项。编著教材一部《信息中心网络与命名数据网络》、北京大学出版社(2015年8月出版)。

获得2018年北京大学教学优秀奖(研究生)、2017年深圳市产业发展与创新人才;2016年深圳市第三届教学科研成果著作奖;20182014年北京大学先进支部,2014年北京大学德育奖、优秀党员。

代表性系统平台工作包括: BlockNDN:融合NDN与区块链底层未来网络构架 Intelligent Eco Networking (IEN):智能生态网络构架伊雅索/IASO医学开源可视化医学知识图谱系统(www.iasokg.com)、天网Maze (类似Napster、迅雷,2005年-2011年累计教育网用户850万注册用户,曾教育网最大)、人头马Hippo系统(融合NDN与IP的流媒体内容分发平台)等。

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。

讲授课程:
· 04711212 《未来互联网与命名数据网络》
· 04711990 《互联网金融科技》
· 04711132 《科研素质与研究方法》

目前承担的主要科研项目:
·
2018,广东省自然科学基金,《面向类别不平衡的深度生成网络信用评估系统研究》 2018A030313017),2018.12 -2019.12.
·2017年,国家重大科技基础设施(发改高技[2016] 2533号)未来网络试验设施深圳主干节点建设负责人(项目总负责人:刘韵洁院士);
·2017年,深圳市基础研究重点《融合区块链与内容网络的传感物联网高效可控安全体系架构研究》(JCYJ20170412151008290),2017.7-2020.12

部分已结题项目:
·2016年,深圳市基础研究重点《内容中心未来网络体系结构与多架构融合关键技术研究》(JCYJ20160330095313861),2016.6-2019.12
·2015年,深圳市基础研究重点《全科医学决策知识图谱构建方法和技术的研究》 JCYJ20151030154330711), 2015.12-2018.12
·2014年,深圳市技术攻关,《大数据平台信息安全关键技术研发》(JSGG20140516162852628),2014.8-2016.8
·2013年,国家发改委项目,2012年信息安全专项项目(发改办高技[2013]1309号),《支撑云计算的虚拟化资源动态安全管理平台系统及产业化》,2012.6-2017.6
·2011年,国家自然基金《基于CCN的新互联网架构体系对比分析及其路由缓冲策略研究》,项目编号:NSFC 61103027 20111-201412
·2011年,参与973课题《面向复杂应用环境的数据存储系统理论与技术基础研究》,项目编号:2011CB30230520111-201412月。

Kai Lei  Associate Professor
Peking University, Shenzhen Graduate School.
Email:  leik@pkusz.edu.cn
Phone:  0755-26035225
Fax:   0755-26035226

Research Interests:
Future Internet Architecture (ICN/NDN, IoT),Blockchain , Federal Learning and Knowledge Graph, etc.

Biography:
·In 1998, B.S., Dept. of Computer Science, Peking University;
·In 1999, M.S., Dept. of Computer Science, Columbia University in the City of New York;
·In 2015, Ph.D., Dept. of Computer Science, Peking University;

Dr. Kai Lei is an Associate Professor of the School of Electronics and Computer Engineering (SECE) of Peking University, Shenzhen Graduate School, and Director of the Shenzhen Key Lab for Information Centric Networking and Blockchain Technologies (ICNLab) and Center for Internet Research and Engineering (CIRE):. He has published over 140 papers including journals:  IEEE Communication Magazine, IEEE Transaction of Industrial Informatics (TII), IEEE Transactions on Knowledge and Data Engineering (TKDE), IEEE Transaction on Multimedia, Knowledge-Based Systems (KBS), Neural Computing and Applications, IEEE ACCESS, Artificial Intelligence In Medicine, Journal of Biomedical Informatics, ACM Transactions on Information Systems, and conference papers such as INFOCOM, AAAI, ICDCS, SIGIR, COLING, ICPP, SIGCOM WKSP, VTC, GlOBECOM, ICC, WWW, etc. 

His recent research interests including Future Internet Architecture, Blockchain, Federal Learning and Knowledge Graph. He also authored a book titled “Information Centric networking and Named Data networking” in Chinese with PKU press in 2015. 

Before joining PKUSZ in 2005, Dr. Kai Lei had extensive IT industry working experience in USA: Software Engineer, Google, Mountain View, CA; Project Lead, Oracle, CA; System Engineer, Citigroup, New York and Summer Intern, IBM T.J. Waston Research Center, New York from 1999 to 2005. 

Current research projects:
·2017.01- 2020.12, National Key Infrastructure Project: “CENI: China Environment for Network Innovations”, (Chief PI: Academician, Liu Yunjie), responsible for the Shenzhen main network infrastructure;
·2017.8-2020.09, PI, Key fundamental Research Project of Shenzhen, “Research on Effective Security Framework of IoT with the Combination of Blockchain and NDN” (JCYJ20170412151008290);

·2016.6-2019.12, PI, Key fundamental Research Project of Shenzhen, “Research on the Mixed Multi-frameworks of NDN,CDN and IP” (JCYJ20160330095313861);

Professional services include:
·Local Chair for ACM ICN 2019,Steering Member for IEEE HotICN 2019
·TPC Members for AAAI 2020, SigKDD 2019, IEEE Blockchain 2019, AAAI 2019, ICPADS 2019, 
·Reviewers for IEEE Communications Surveys & Tutorials, IEEE Communication Magazine, Trans of Cybernetics, JSAC, KBS, IEEE COM MAG, TRANS of TNSE, PPNA, IEEE ACCESS, JNCA, IEEE Com Surveys and Tutorials, Chinese Journal of Computers, Chinese Journal of Software
·General Chair of IEEE HotICN 2018 (Three tracks: ICN, Blockchain and Knowledge Graph);
·Chair of CCF YOCSEF Shenzhen from 2017 -2018; Executive Member of CCF Shenzhen 2019
·Chair of 2017 Future ICN Internet and BlockChain Forum;
·Vice Chair of Guangdong Blockchain Professional Committee, Member of CCF Blockchain Professional Committee;

Courses Taught:
·04711212 “Future Internet and Named Data Networking
·04711990 “The Internet Finance and Technology
·04711132 “Scientific Quality and Research Methods

代表性论文(2017-2019年)

(1)期刊论文:第一或者通讯作者发表的期刊论文 (Reseach Gate ProfileGoogle Scholar Profile
1.  Kai Lei, Qichao Zhang, Junjun Lou, Bo Bai, and Kuai Xu, “Securing ICN-based UAV Ad Hoc Networks withBlockchain”,IEEE Communication MagazineSCI Q1,IF:10.356,ISSN 0163-6804,4/260),2019.06
2.  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
3.  
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
4.  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;
5.  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
6. 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
7.   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 
8.  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
9
.  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
10. 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.
11.  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
12.  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
13. 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
14.  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
15.  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
16.  LEI Kai, 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

(2)代表性未来网络与区块链会议论文(2015-2019)
17Kai LEI, Junlin Huang, “HOMMO: A Hierarchical Flow Management Framework for Multi-Objective Data Center Networks”, IEEE Globecom 2019, Big Island, Hawaii, 9-14, Dec, 2019 (CCF C类,通信顶级)
18Kai LEI, Jiake Ni, Feiyang Wang, Min Yang, Kuai Xu, “Detecting Malicious Domains with Behavioral Modeling and Graph Embedding”, 39th IEEE ICDCS 2019, Dallas, USA, 7th - 10th, July, 2019 (CCF B类)
19Kai LEI, Meng Qin, Bo Bai, Gong Zhang, Min Yang, “GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks”, IEEE INFOCOM 2019, Paris, France, April, 2019 (CCF A类)
20Jiyue Huang, Maoyu Du, Kai LEI* and Hongting Zhao, “Attention-Based Updates Aggregation in Federated Learning”, August 10-16 2019, FML Workshop, IJCAI, Macao, China, Aug 10-16, 2019 (CCF A类 Workshop)
21.
 Kai LEI, Maoyu Du, Jin Liu, Danxia Xie, Kuai Xu, “Towards Decentralized Equilibrium Asset Trading Based on Blockchain” , HPCC 2019, Hunan, China, Aug 10-12, 2019. (CCF C类)
22Meng Qin, Kai LEI*, “Semantic Graph Representation Learning in Attributed Networks”, BSMDMA Workshop, IJCAI 2019, Macao, China, August 10-16, 2019 (CCF A类 Workshop)
23Meng Qin, Kai LEI*, Bo Bai, Gong Zhang, “Towards a Profiling View for Unsupervised Traffic             Classification by Exploring the Statistic Features and Link Patterns”, NetAI Workshop, Sigcomm 2019, Beijing, China, Aug,2019 (CCF A类 Workshop)
24. Kai LEI, KeKe Li, Jie Xing, Bo Jin, Yi Wang, “Distributed Information-agnostic Flow Scheduling in Data Centers based on Wait-Time”, IEEE Globecom 2018, Abu Dhabi, UAE, 9-13 December 2018. (CCF C类,通信顶级)
25. Kai LEI, Yingying Xie, Jian Shi, Haijun Zhang, Gong Zhang and Bo Bai, “OptCaching: A Stackelberg Game and Belief Propagation Based Caching Scheme for Joint Utility Optimization in Fog Computing”, IEEE 24th ICPADS 2018, Singapore, 11-13 December, 2018 (CCF C类)
26. Qichao Zhang, Limei Xu and Kai LEI*, “Reputation-based Byzantine Fault-Tolerance for Consortium Blockchain”, IEEE 24th ICPADS 2018, Singapore, 11-13 December, 2018 (CCF C类)
27. Kai LEI, Yu Li, Xuewei Piao and Haijun Zhang, “NDN Producer Mobility Management based on Echo State Network: a Lightweight Machine Learning Approach”, IEEE 24th ICPADS 2018, Singapore, 11-13 December, 2018 (CCF C类)
28. Kai LEI, Meng Qin, Bo Bai, Gong Zhang, “Adaptive Multiple Non-negative Matrix Factorization for Temporal Link Prediction in Dynamic Networks”, NetAI Workshop, Sigcomm 2018, Budapest, Hungary on August 20-25, 2018(CCF A类 Workshop)
29Yi Zhang, Bo Bai, Kuai Xu, Kai LEI*,“IFS-RL: An Intelligent Forwarding Strategy Based on Reinforcement Learning in Named-Data Networking”, NetAI Workshop, Sigcomm 2018, Budapest, Hungary on August 20-25, 2018(CCF A类 Workshop)
30. Kai LEI, Keke Li, Junlin Huang, Weichao Li, Jie Xing and Yi Wang, “Measuring the Control-Data Plane Consistency in Software Defined Networking”, 54rd IEEE ICC, May 20-24, 2018, Kansas City, MO, USA (CCF C类,通信顶级)
31Yi Zhang, Xiaoke, Jiang,Yi Wang, Kai LEI*,“Cache and Delivery of VR Video over Named Data Networking”,INFOCOM18 IECCO Workshop, 15-19 April 2018, Honolulu, HI, USA (CCF A类 Workshop)
32. Kai LEI, Jie Xing, Yi Wang, Keke Li, Dong, Lin, “Let Sources Know: enabling access tracking in a content centric context”,INFOCOM18 IECCO Workshop, 15-19 April 2018, Honolulu, HI, USA (CCF A类 Workshop)
33. Kai LEI, Sheng Luo, Shangru Zhong, “IP/NDN:A Multi-Level Translation and Migration Mechanism”, IEEE/IFIP NOMS 2018, 23-27 April 2018 Taipei, Taiwan, China. (CCF C类)
34. Kai LEI,Mingye Bao,Yi Wang,Dong Lin, “Popularity and Cost Aware Energy-Balanced Strategy for Named Data Wireless Ad-Hoc Networks15th IEEE ISPA, Guangzhou, China, 2017/12/23-2017/12/26 (CCF C类)
35Shangru Zhong, Yongbin Liu, Junmao Li and Kai LEI*, “A Rate-based Multipath-aware Congestion Control Mechanism in Named Data Networking”, 15th IEEE ISPA, Guangzhou, China, 2017/12/23-2017/12/26 (CCF C类)
36Ye Zhang, Jiawei Wang, Lirui Gong, Jie Yuan, Kai LEI*, “A Quantified Forwarding Strategy in NDN by Integrating Ant Colony Optimization into MADM”, 15th IEEE ISPA, Guangzhou, China, 2017/12/23-2017/12/26 (CCF C类)
37Yi Wang, Zhuyun Qi, Kai LEI*, Bin Liu and Chen Tian, Preventing “Bad” Content Dispersal in Named Data Networking, ACM TURC 2017 (ACM SIGCOMM China), May 13-14, 2017
38Yi Wang, Zhuyun Qi, Huichen Dai, Hao Wu, Kai LEI*, Bin Liu, “Statistical Optimal Hash-based Longest Prefix Match”, ACM/IEEE ANCS, Beijing, May 18-19, 2017 (CCF C类)
39Tong Jin, Yirui Liu, Kai LEI*, “BlockNDN:A Bitcoin Blockchain Decentralized System over Named Data Networking”, IEEE 9th ICUFN 2017, (pp.75-80), Milan, Italy, 2017.4;
40Yizhe Zheng, Xuewei Piao, Kai LEI*, “Anchor-Chain: a seamless producer mobility support scheme in NDN”, IEEE VTC 2017, Sydney, Australia,2017/6/4-2017/6/7 (CCF C类)
41Shuai Zhu, Meng Yuan, Kai LEI*, “Ndynamo: An ndnDHT-based Distributed Storage System over Named Data Networking” , 5th ICCSNT 2016, Changchun 2016/12/9-2016/12/12
42Jian Shi, Xuewei Piao, Lihua Li and Yunbo Xun, Kai LEI*, “A Peer-to-Peer File Sharing System over Named Data Networking”, 22nd IEEE ICPADS 2016, Wuhan, China, 2016/12/13-2016/12/16 (CCF C类)
43Xuewei Piao, Lei Huang, Kaiqi Yuan, Jie Yuan, Kai LEI*, “The Real Implementation of NDN Forwarding Strategy on Android Smartphone”, 7th IEEE UEMCON 2016, New York, USA, 2016/10/22-10/24
44Xiang Zhang, Lirui Gong, Yunbo Xun, Xuewei Piao, Kai LEI*, “Centaur: A Evolutionary Design of Hybrid NDN/IP Transport Architecture for Streaming Application”, 7th IEEE UEMCON 2016, 2016/10/22-10/24
45Yongbin Liu, Xuewei Piao, Chaojun Hou, Kai LEI*, “A CUBIC-Based Explicit Congestion Control Mechanism in Named Data Networking”, CyberC 2016, Chengdu, China, 2016/10/13-2016/10/15
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