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                              • 雷凱

                              • 職稱:副研究員
                              • 職務:深圳市內容中心網絡與區塊鏈重點實驗室(ICNLab)主任
                              • 電話:0755-26035225; 傳真:0755-26035226
                              • Email:leik{@} pkusz.edu.cn
                              • 實驗室網站:http://netlab.pkusz.edu.cn
                              研究方向:未來網絡(信息中心網絡、邊緣物聯網)、區塊鏈、聯邦學習;

                              個人簡介:

                              · 1998年畢業于北京大學計算機系,獲學士學位;
                              · 1999年畢業于美國哥倫比亞大學計算機系,獲碩士學位;
                              · 2015年畢業于北京大學計算機系統結構專業,獲博士學位 。

                              深圳市內容中心網絡與區塊鏈重點實驗室(ICNLab)主任。中國計算機學會(CCF)高級會員、區塊鏈專委會常務委員、廣東省計算機學會區塊鏈專委會副主任、深圳市計算機學會(SZCCF)副理事長兼秘書長;中國科學技術發展戰略研究院, 金融科技咨詢專家;CCF YOCSEF(深圳)主席(2017-2018);中國生物醫學工程學會人工智能分會委員,深圳市高層次人才。

                              主持過國家自然科學基金、國家發改委項目、省部產學研項目。參與973、863計劃、科技支撐計劃、國家自然科學基金等項目10多項。培養計算理學碩士畢業生111人(14屆,2006-2020),發表論文170余篇,專利申請36項、授權15項(含美國專利授權3項),軟件著作權21項。編著教材一部《信息中心網絡與命名數據網絡》、北京大學出版社(2015年8月出版)。

                              獲得2018年北京大學教學優秀獎(研究生)、2017年深圳市產業發展與創新人才;2016年深圳市第三屆教學科研成果著作獎。

                              代表性系統平臺工作包括:Intelligent Eco Networking (IEN):智能生態網絡構架,BlockNDN:融合NDN與區塊鏈底層未來網絡構架,人頭馬Hippo系統(融合NDN與IP的流媒體內容分發平臺),伊雅索/IASO醫學開源可視化醫學知識圖譜系統(www.iasokg.com),天網Maze (類似Napster、迅雷,2005年-2011年累計教育網用戶850萬注冊用戶,曾教育網最大)等。

                              具有近6年海外知名上市公司工作經歷,曾經先后就職美國紐約IBM T.J. Waston研究中心,美國紐約 Citigroup(花旗)金融集團總部系統工程師,美國加州Oracle (甲骨文軟件公司總部項目經理,美國加州Google公司總部網絡工程師。在網絡技術、互聯網信息處理等方面有豐富的經驗。

                              講授課程:
                              · 04711212 《未來互聯網與命名數據網絡》
                              · 04711990 《互聯網金融科技》
                              · 04711132 《科研素質與研究方法》

                              目前承擔的主要科研項目:
                              ·2018年,廣東省自然科學基金,《面向類別不平衡的深度生成網絡信用評估系統研究》2018A030313017),2018.12 -2019.12;
                              ·2017年,國家重大科技基礎設施(發改高技[2016] 2533號)未來網絡試驗設施深圳主干節點建設負責人(項目總負責人:劉韻潔院士);
                              ·2017年,深圳市基礎研究重點《融合區塊鏈與內容網絡的傳感物聯網高效可控安全體系架構研究》(JCYJ20170412151008290),2017.7-2020.12(結題中);

                              部分已結題項目:
                              ·2016年,深圳市基礎研究重點《內容中心未來網絡體系結構與多架構融合關鍵技術研究》(JCYJ20160330095313861),2016.6-2019.12;
                              ·2015年,深圳市基礎研究重點《全科醫學決策知識圖譜構建方法和技術的研究》JCYJ20151030154330711), 2015.12-2018.12。
                              ·2014年,深圳市技術攻關,《大數據平臺信息安全關鍵技術研發》(JSGG20140516162852628),2014.8-2016.8。
                              ·2013年,國家發改委項目,2012年信息安全專項項目(發改辦高技[2013]1309號),《支撐云計算的虛擬化資源動態安全管理平臺系統及產業化》,2012.6-2017.6
                              ·2011年,國家自然基金《基于CCN的新互聯網架構體系對比分析及其路由緩沖策略研究》,項目編號:NSFC 61103027, 20111-201412
                              ·2011年,參與973課題《面向復雜應用環境的數據存儲系統理論與技術基礎研究》,項目編號:2011CB302305,20111-201412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 2020、2019
                              ·
                              Reviewers for SigKDD 2020, IEEE Blockchain 2020AAAI 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

                              代表性論文(2017-2019年)

                              (1)期刊論文:第一或者通訊作者發表的期刊論文 (Reseach Gate Profile;Google 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; 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)

                              3. 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);
                              4.Shuokang Huang,Kai LEI*,“GAN-IDS: An Imbalanced Generative Adversarial Network towards Intrusion Detection System in Ad-hoc Networks”,Ad Hoc Networks,2020.04
                              5.  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 
                              6.
                                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
                              7.  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
                              8.  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
                              9.  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
                              10.  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;
                              11.  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
                              12.  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
                              13.  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 
                              14.  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
                              15.  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
                              16. 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.
                              17.  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
                              18.  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
                              19. 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
                              20.  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
                              21.  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
                              22.  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

                              (2)代表性未來網絡與區塊鏈會議論文(2015-2019)
                              23.Kai 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類,通信A類)
                              24.Kai 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類)
                              25.Kai 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類)
                              26.Jiyue 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類 Workshop)
                              27. 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類)
                              28.Meng Qin, Kai LEI*, “Semantic Graph Representation Learning in Attributed Networks”, BSMDMA Workshop, IJCAI 2019, Macao, China, August 10-16, 2019 (CCF A類 Workshop)
                              29.Meng 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類 Workshop)
                              30. 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類,通信A類)
                              31. 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類)
                              32. 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類)
                              33. 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類)
                              34. 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類 Workshop)
                              35.Yi 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類 Workshop)
                              36. 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類,通信A類)
                              37.Yi 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類 Workshop)
                              38. 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類 Workshop)
                              39. 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類)
                              40. Kai LEI,Mingye Bao,Yi Wang,Dong Lin, “Popularity and Cost Aware Energy-Balanced Strategy for Named Data Wireless Ad-Hoc Networks” 15th IEEE ISPA, Guangzhou, China, 2017/12/23-2017/12/26 (CCF C類)
                              41.Shangru 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類)
                              42.Ye 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類)
                              43.Yi Wang, Zhuyun Qi, Kai LEI*, Bin Liu and Chen Tian, Preventing “Bad” Content Dispersal in Named Data NetworkingACM TURC 2017 (ACM SIGCOMM China), May 13-14, 2017
                              44.Yi 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類)

                              45.Tong 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;
                              46.Yizhe 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類)
                              47.Shuai 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
                              48.Jian 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類)
                              49.Xuewei 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
                              50.Xiang 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
                              51.Yongbin 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
                              52.Lirui Gong, Jiawei Wang, Xiang Zhang, Kai LEI*, “Intelligent Forwarding Strategy Based on Online Machine Learning in Named Data Networking”, 14th IEEE ISPA, Tianjin, China, 2016/08/23-2016/08/26 (CCF C類)
                              53.樸雪威,鄭亦哲,雷凱,命名數據網絡中的移動管理技術綜述,計算機應用研究,2017/04
                              54. Kai LEI, Jie Yuan, Jiawei Wang, “MDPF: An NDN Probabilistic Forwarding Strategy based on Maximizing Deviation Method” , IEEE Globecom 2015,San Diego,USA,2015/12/6-2015/12/10, 2016/2/25(CCF C類,通信A類)
                              55. Kai LEI, Chaojun Hou, Lihua Li, Kuai Xu, “A RCP-based Congestion Control Protocol in Named Data Networking” , CyberC 2015, Xi'an, China, 2015/9/17-2015/9/19,2015/10/29
                              56. Kai LEI, Fangxing Zhu, Cheng Peng, Kuai Xu, “Network Coding for Effective NDN Content Delivery: Models, Experiments, and Applications”, IEEE ICPP 2015, Beijing, China,2015/9/1-2015/9/4 (CCF B類)
                              57.Kai LEI, Yunbo Xun, Longyu Yu, Tao Chen, Tan Zhi, “NDN-Hippo a streaming media system over Named Data Networking”, 6th IEEE ICCCNT 2015, Dallas, USA, 2015/07/13-2015/07/15,2016/02/01
                              58.Kai LEI, Jiawei Wang, Jie Yuan, “An Entropy-based Probabilistic Forwarding Strategy in Named Data Networking”, IEEE ICC 2015, London, UK, 2015/06/08-2015/06/12,2015/09/10 (CCF C類,通信A類)

                              (3)代表性人工智能、數據挖掘論文(2015-2019)
                              59. Yuexiang Xie, Ying Shen, Yaliang Li, Min Yang, Kai LEI*, “Attentive User-Engaged Adversarial Neural Network for Community Question Answering”,AAAI 2020, February 7-12, 2020, New York, USA (CCF A )
                              60. Fenglin Liu, Xuancheng Ren, Yuanxin Liu , Kai LEI , Xu Sun, Exploring and Distilling Cross-Modal Information for Image CaptioningIJCAI 2019,August 10-16 2019, Macao, China (CCF A)
                              61. Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai LEI*, Ying Shen, “Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering"33rd AAAI Conference on Artificial Intelligence (AAAI-2019), Honolulu, USA, Jan, 2019 (CCF A)
                              62.Kai LEI, Qiuai Fu and Yuzhi Liang, “Multi-Task Learning with Capsule Networks”, IJCNN 2019, Budapest, Budapest, Hungary on July 11-14, 2019 (CCF C類)
                              63. Ying SHEN, Kaiqi Yuan, Yaliang Li, Buzhou Tang, Min Yang, Nan Du, and Kai LEI*, “Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning”, 2018 IEEE International Conference on Bioinformatics & Biomedicine (BIBM), December 3-6, 2018, Madrid, SPAIN (CCF B)
                              64. Ying Shen, Deng Yang, Jin Zhang, Yaliang Li, Nan Du, Wei Fan, Min Yang, Kai LEI*, “IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy”, The IEEE International Conference on Data Mining series (ICDM Demo), 2018. (CCF A Demo)
                              65.Kai LEI, Jiyue Huang, Shangchun Si and Ying Shen, “Semantic Similarity Measures to Disambiguate Terms in Medical Text”25th ICONIP 2018, Siem Reap, Cambodia, Dec. 13-16, 2018 (CCF C類)
                              66.Kai LEI, Daoyuan Chen, Yaliang Li, Min Yang, Nan Du, Wei Fan and Ying Shen, “Cooperative Denoising for Distantly Supervised Relation Extraction”Coling 2018, Santa Fe, USA, August 21-25, 2018 (CCF B類)
                              67. Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan and Kai LEI*“Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge”, Coling 2018, Santa Fe, New Mexico, USA, August 21-25, 2018 (CCF B)
                              68. Kai LEI, Kaiqi Yuan, Qiang Zhang and Ying Shen, “MedSim: A Novel Semantic Similarity Measure in Bio-medical Knowledge Graphs”, KSEM 2018, Chang Chun, China, Aug 17-19, 2018 (CCF C)
                              69. Ying Shen, Daoyuan Chen, Min Yang, Yaliang Li, Nan Du, Kai LEI*, “Ontology Evaluation with Path-based Text-aware Entropy Computation”The 41st ACM SIGIR 2018, Ann Arbor Michigan, U.S.A. July 8-12, 2018.(CCF A)
                              70. Ying Shen, Yang Deng, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai LEI*“Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs”The 41st ACM SIGIR 2018, Ann Arbor Michigan, U.S.A. July 8-12, 2018. (CCF A)
                              71. Min Yang, Qiang Qu*, Kai LEI, Jia Zhu, Xiaojun Chen, Zhou Zhao, Zhexue Huang, “Investigating Deep Reinforcement Learning Techniques in Personalized Dialogue Generation”, The SIAM International Conference on Data Mining (SDM), San Diego, USA, May 3rd, 2018. (CCF B)
                              72. Shibo Tao, Xiaorong Wang, Weijing Huang, Wei Chen, Tengjiao Wang, Kai LEI“From Citation Network to Study Map: A Novel Model to Reorganize Academic Literatures”. WWW (Companion Volume) 2017: 1225-1232 (CCF A)
                              73. Shangru Zhong, Weiyang Zhang, Qiang Zhang and Kai LEI*“A Trust Networks Recommender Algorithm Based on Latent Factor Model”53rd IEEE ICC, Paris, France, May 21-25, 2017 (CCF C類,通信A)
                              74. Qiang Zhang, Chenwei Liu, Shangru Zhong, Kai LEI*, “Spam Comments Detection with Self-Extensible Dictionary and Text-Based Features”, IEEE ISCC 2017. (CCF C類)
                              75. Chenwei Liu, Jiawei Wang, Kai LEI*“Detecting Spam Comments Posted in Micro-Blogs Using the Self-Extensible Spam Dictionary”52nd IEEE ICC, Kuala Lumpur, Malaysia, May 23-27, 2016 (CCF C類,通信A類)
                              76. Weitao Weng, Kai LEI*, Kuai Xu,Xiaoyou Liu, Tao Sun, “Internet Traffic Analysis in a Large University Town: A Graphical and Clustering Approach”, WAIM 2016,Jun,3rd, 2016 (CCF C)
                              77. Ruhui Wang, Weijing Huang, Wei Chen, Tengjiao Wang, Kai LEI“ASEM: Mining Aspects and Sentiment of Events from Microblog”CIKM 2015: 1923-1926 (CCF B)
                              78. Huiyu Wang, Kai LEI*, Kuai Xu, “Profiling the followers of the most influential and verified users on Sina Weibo”IEEE ICC 2015, London, UK, June 8-12, 2015 (CCF C類,通信A)
                              79. Kai LEI, Weiyang Zhang, Kai Zhang, Kuai Xu, “Extracting Unknown Words from Sina Weibo via Data Clustering, IEEE ICC 2015, London, UK, June 8-12, 2015 (CCF C類,通信A)
                              80. Qian Yu, Kai Zhang, Weitao Weng, Kai LEI*, Kuai Xu, “Hot Topic Analysis and Content Mining in Social Media”, 33rd IPCCC 2014, Page: 1-8, Austin, Texas, USA, Dec 7th, 2014. (CCF C)
                              81. Kai Zhang, Qian Yu, Kai LEI*, Kuai Xu, "Characterizing Tweeting Behaviors of Sina Weibo Users via Public Data Streaming", 15th WAIM 2014, Macau, China, June 16-18,2014 (CCF C)
                              82. Kai LEI, Kai Zhang, Kuai Xu, “Understanding Sina Weibo Online Social Network: A Community Approach” IEEE GLOBECOM 2013, pp.3114-3119, Atlanta, USA, Dec 9th -13th, 2013. (CCF C類,通信A)
                              83. Kai LEI, Sibo WANG, Weiwei SONG, Qilin LI, “Size-Constrained Clustering Using an Initial Points Selection Method”, 6th KSEM 2013, Pages: 195-205, ISSN: 0302-9743, Springer LNCS. Dalian, P.R.China. (CCF C類)
                              84.Wei Chen, Tengjiao Wang, Dongqing Yang, Kai LEI and Yueqin Liu, “Massively Parallel Learning of Bayesian Networks with MapReduce for Factor Relationship Analysis”, IJCNN 2013, PP 1-5, Dallas, USA, 4-9 Aug,2013 (CCF C類)

                              專利:
                              [1].美國授權專利雷凱、鞏力睿、袁杰、張麗珠;“Method and apparatus for forwarding an interest packet based on a probability tree in an information network ”(信息中心網絡下基于概率樹的興趣包轉發的方法), PCT/CN2016/095868,US10,355,986 B2,授權日:2019年7月16日;
                              [2].美國授權專利:雷凱、袁杰、尋云波、張翔、鞏力睿,Kai Lei, G Lirui, J Yuan, L Zhang , “Method and Apparatus for Sending Target Data to and Acquiring Target Data from Network(向網絡中發送和從網絡中獲取目標數據的方法和裝置)”,CN201510535047.2, PCT/CN2016/072132,  US 10,334,020 B2,授權日:2019年6月25日;
                              [3].美國授權專利Kai LEI, Shuai Zhu, Shangru ZHONG, Zhuyun Qi, Yi Zhang,“NDN and IP fusion network content control method and apparatus, and storage medium一種NDN和IP融合網絡的內容管控方法、裝置及存儲介質)”,PCT/CN2017/096996,US Patent App. 16/094,843,2017年8月1日進入美國;
                              [4].授權專利雷凱、朱帥 鐘尚儒、齊竹云 張翼;一種NDN和IP融合網絡的內容管控方法、裝置及存儲介質,ZL201710686348.4,授權日期,2020年4月21日
                              [5].
                              授權專利雷凱、齊竹云、鄭亦哲;NDN映射表更新方法和裝置、NDN興趣包轉發方法和裝置及NDN, ZL201710334932.3,授權日期,2019年12月31日。
                              [6].授權專利雷凱、齊竹云、金彤、張麗珠;基于NDN的區塊鏈同步方法和裝置,ZL201710400368.0,授權日期,2019年11月22日NDN與區塊鏈】
                              [7].授權專利雷凱、袁杰、尋云波;向網絡中發送和從網絡中獲取目標數據的方法和裝置,ZL201510535047.2,授權日期,2019年8月6日。
                              [8].授權專利:沈穎、雷凱、陳辰; 一種基于知識圖譜的針灸決策支持方法及裝置,201610120318.2,授權日:2019年5月8日 【知識圖譜】;
                              [9].授權專利:雷凱、袁杰;基于網絡傳輸的數據包的加密解密方法與終端,ZL201310688322.5,授權日: 2018年1月16日;
                              [10].授權專利:雷凱、王嘉瑋、袁杰;信息中心網絡下興趣包轉發的方法和轉發終端,ZL201410476456.5,授權日:2017年7月6日。
                              [11].授權專利:雷凱、袁杰、彭程;信息中心網絡下的流媒體系統及其使用方法,ZL201410345816.8,授權日:2017年6月16日。
                              [12].授權專利:雷凱、李立華、于倩;一種基于NDN網絡架構的P2P文件傳輸方法,ZL201310339690.9,授權日:2016年5月4日。
                              [13].授權專利:雷凱、袁杰、鄒凡云;支持消費者移動的數據預取方法、接入基站和終端,ZL201410204197.0,授權日:2017年6月2日。
                              [14].授權專利:雷凱、宋偉偉、于倩;TCP/IP協議與NDN協議之間的數據轉換傳輸方法,ZL201310137990.9,授權日:2017年2月21日。
                              [15].授權專利:雷凱、于倩、寧銳;基于移動終端相似度的推薦方法及推薦裝置,ZL201310339595.9,授權日:2016年6月8日。
                              [16].授權專利:雷凱、李曉明、楊國東、王艷敏、李揮;分布式心跳服務器構架及其進程處理方法,ZL200810241599.2,授權日:2013年8月7日。
                              [17].雷凱,余錫權 ,徐婷,張梅梅;網絡資源需求及其中算力需求的確定性轉發方法,202010773478.3,申請日期:2020年8月4日【算力服務網絡】
                              [18].雷凱、余錫權、徐婷、張梅梅,一種面向網內算力或資源服務的通信方法,PCT/CN2020/106797,申請日期:2020年8月4日【算力服務網絡】
                              [19].雷凱、汪建平、劉斌、黃碩康,一種網內資源的量綱測量方法、算力調度方法及存儲介質,202010694425.2,申請日期,2020年7月7日【算力服務網絡】
                              [20].雷凱、黃碩康,一種網絡中數據內容的鑒授權方法和計算機可讀存儲介質,202010373377.7,PCT/CN2020/088760申請日期:2020年5月6日【算力服務網絡】
                              [21].雷凱、張梅梅,一種網絡控制方法、數據轉發方法及軟件定義網絡,202010196872.5,申請日期:2020年3月19日【算力服務網絡】
                              [22].雷凱、李渝,DTN網絡中的消息傳輸方法、節點和存儲介質,202010257581.2,申請日期:2020年4月3日【算力服務網絡】
                              [23].雷凱、黃碩康,一種路由器及其數據包的評估方法,201910779071.90,PCT/CN2019/102005,申請日期:2019年9月30日【算力服務網絡】
                              [24].雷凱、覃孟、白鉑;一種面向動態網絡系統的通用時序鏈路預測方法,201810911183.0,申請日期,2018年8月12日【算力服務網絡】
                              [25].雷凱、齊竹云、章奇超、樓君??;“一種自組網絡的分布式入侵檢測方法和系統”,201810179320.6,申請日期,2018年3月8日【NDN與區塊鏈】
                              [26].雷凱、樓君??;“一種CCN中基于區塊鏈的密鑰管理方法、裝置及存儲介質”,201810878557.3,申請日期,2018年8月3日【NDN與區塊鏈】
                              [27].雷凱、徐麗妹;一種聯盟區塊鏈共識方法,201810122889.9,申請日期,2018年2月【NDN與區塊鏈】
                              [28].雷凱、陳辰、齊竹云等;一種區塊鏈系統的測試系統和方法,201711320172.7,申請日期,2017年12月12日【區塊鏈】
                              [29].雷凱、齊竹云、楊力維;一種基于區塊鏈的數字資產交易方法和系統,201810247448.1,申請日期,2018年3月23日【區塊鏈】
                              [30].雷凱、徐麗妹、張麗珠、齊竹云等; “一種活動社交網絡中節點可信度的計算方法”,201710132298.5,申請日期,2017年3月8日【區塊鏈】
                              [31].雷凱、沈穎,溫德斯;一種基于知識圖譜的關系抽取方法和系統,201711398108.0,申請日期,2017年12月12日【知識圖譜】
                              [32].雷凱、沈穎,張麗珠,齊竹云;一種知識圖譜的邏輯增強方法及裝置,201711344802.4,申請日期,2017年12月12日【知識圖譜】
                              [33].雷凱,沈穎,鄧揚;一種用于問答系統的答案排序方法,201810284245.X,申請日期,2018年4月2日【知識圖譜】
                              [34].雷凱,陳道源 ,沈穎;一種實體關系抽取方法,201810455902.2,申請日期,2018年5月18日【知識圖譜】
                              [35].沈穎、雷凱、司尚春,醫學知識圖譜構建方法、裝置、服務器及存儲介質,201811129838.5,申請日期,2018年8月29日。【知識圖譜】
                              [36].雷凱、黃濟樂、方俊杰;基于聯邦學習的模型訓練方法、裝置及服務器,201910739086.2,申請日期,2019年8月12日 聯邦學習

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