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教授

康辉

基本情况
姓名: 康辉
性别:
职称: 教授/博士导师
是否博导: 具有博士及硕士招生资格
最高学历: 研究生
最高学位: 博士
Email: kanghui@jlu.edu.cn
详细情况
所在学科专业: 计算机应用技术
研究方向 智能数据处理与运维、分布式计算、边缘计算
讲授课程:

本科生:数据库系统原理、系统软件开发综合实践(荣誉课)、企业级数据库性能调优、数据库应用程序开发

研究生:面向机器学习的数据库技术

教育经历: 2002.9-2008.12  吉林大学计算机科学与技术学院 软件与理论 博士  
工作经历: 1990.7-现在 吉林大学计算机科学与技术学院
科研项目:

主持国家级和省部级科研项目如下:

1.  视听触多通道融合的高沉浸式自然人机交互系统,2022YFB4500600,多模态动作与意图协同感知与呈现技术,2022/10-2025/09110万元,在研,主持

2.  智能司法公开关键技术研究,2018YFC0831706,司法公开评查技术研究及司法公开综合管理平台原型构建,2018/12-2021/1290.60万元,已结题,主持

3. 基于云边协同的物联网微服务的研究,吉林省科技厅,20200201166JC8.00万元,2020/01-2022/12,已结题,主持

4.  中央引导地方科技发展资金自由探索类基础研究项目,2021Szvup047,未来网络中的信息数据处理成本最小化研究,2021/07-2023/0620万元,在研,主持

5.  赛尔网络下一代互联网技术创新项目,NGII20170506,基于Agent的去中心化网络模型的构建及应用,2018/4-2019/35万元,已结题,主持

6. 长春市科技创新服务中心,横向,技术合同认定登记管理系统,2016/10-2018/422万元,已结题,主持

7. 长春市科技局平台项目,13KP08,大数据分析平台的构建,2013/12-2015/1230 万元,已结题,主持

8. 长春市科技局平台项目,2009263,开放RFID公共服务平台的建设,2009/12-2011/1220 万元,已结题,主持

9. 吉林省科技信息研究所,横向,科技期刊知识服务系统的构建,2012/12-2014/125万元,已结题,主持

10. 上海技术交易所,横向,分布式环境下的信息处理,2011/12-2015/12,已结题,主持

11. 长春市科技局平台项目,合作,长春市技术转移公共服务平台建设,2010/5-2012/1210万元,已结题,主持

12. 长春市科技局平台项目,2007KP02,基于SOA科技信息资源共享交换平台, 2007/12-2009/1220 万元,已结题,主持

13. 吉林大学创新基金:基于AgentWeb预取原型系统,4.0万元,负责人

14. 横向项目:长春市科技成果共享平台,8.0万元,负责人

15. 技术合同认定登记管理系统2016220101003183,长春市科技创新服务中心,负责人,2016.10-2017.0416.00万元,C类,验收

16. 技术合同认定登记管理系统2018220101000095,长春市科技创新服务中心,负责人,2018.1-2018.5,7.00万元,C类,验收

17. 技术合同认定登记管理系统2019220101000010,长春市科技创新服务中心,负责人,2018.10-2019.55.00万元,C类,验收

学术论文:

代表性期刊论文(SCI)

(1) Geng Sun, Jiahui Li, Yanheng Liu, Shuang Liang*, Hui Kang*. Time and Energy Minimization Communications Based on Collaborative Beamforming for UAV Networks: A Multi-objective Optimization Method, IEEE Journal on Selected Areas in Communications, 2021. (Accepted) (IF=11.42) (SCI, 中科院1区, 中国计算机学会推荐A类期刊)

(2) Wenyu Yu, Hui Kang, Geng Sun*, Shuang Liang, Jiahui Li. Bio-inspired Feature Selection in Brain Disease Detection via An Improved Sparrow Search Algorithm, IEEE Transactions on Instrumentation & Measurement, 72, 2500515, 2023. (SCI, 中科院2)

(3) Geng Sun, Xiaoya Zheng, Jiahui Li, Hui Kang*, Shuang Liang. Collaborative WSN-UAV Data Collection in Smart Agriculture: A Bi-objective Optimization Scheme, ACM Transactions on Sensor Networks, 2023. (SCI, CCF B类期刊)

(4) Xinyu Bao, Hui Kang*, Hongjuan Li. An Improved Binary Snake Optimizer with Gaussian Mutation Transfer Function and Hamming Distance for Feature Selection, Neural Computing & Applications, (early access). (SCI, CCF C类期刊)

(5) Hui Kang, Jingwu Xiao, Yunpeng Zhang, Lei Zhang, Xu Zhao, Tie Feng*. A Research Toward Chinese Named Entity Recognition Based on Transfer Learning, International Journal of Computational Intelligence Systems, 16.1 (2023): 56.

(6) Hui Kang, Jiahui Li, Lin Zhang, Tie Feng*, Qiuwen Yin, Yujun Liu. Agent-Based Decentralized Grid Model. IEEE Access, 8 (2020): 102595-102606.

(7) Li, Jiahui;Kang, Hui;Sun, Geng;Feng, Tie;Li, Wenqi;Zhang, Wei;Ji, Bai,IBDA: Improved Binary Dragonfly Algorithm With Evolutionary Population Dynamics and Adaptive Crossover for Feature Selection,IEEE Access,v 8, p108032-10805, 2020,IDS 号:MD5WH, IF: 3.745, Q2, DOI: 10.1109/ACCESS.2020.3001204

(8) Wang, Jian; Zhang, Xing; Kang, Hui*; Deng, Lingyue, Test Method and Risk Factor Definition of Forward Collision Warning System, IEEE Access, v8, p 47730-47740, 2020,IDS 号: LB5MH,IF: 3.745, Q2, DOI: 10.1109/ACCESS.2020.2979520

(9) Zenan, Shi; Shen, Xuanjing; Kang, Hui*; Lv, Yingda, Image Manipulation Detection and Localization Based on the Dual-Domain Convolutional Neural Networks,  IEEE Access, v 6, p76437-76453, 2018, IDS 号: HF5VA, IF: 4.098, Q2, DOI: 10.1109/ACCESS.2018.2883588

(10) Guo, Rui; Shen, Xuanjing;Kang,Hui*, Image segmentation algorithm based on partial differential equation,Journal of  Intelligent & Fuzzy Systems,v38, n4,p:3903-3909 ,2020,IDS 号: LP9NH,IF: 1.851, DOI: 10.3233/JIFS-179614 Q4

(11) Kang, Hui; Zhao, Ya-nan; Mei, Fang,A Graph Coloring Based TDMA Scheduling Algorithm for Wireless Sensor Networks, Wireless Personal Communications, v72, n2, p:1005-1022, 2013, IDS 号: 203SF, IF: 0.929, DOI: 10.1007/s11277-013-1052-9, Q4

(12) Guo, Rui;Shen, Xuanjing;Kang,Hui,Improved CS Algorithm and its Application in Parking Space Prediction,Journal of Bionic Energinerring,IDS 号: MC0VI, IF: 2.222, DOI: 0.1007/s42235-020-0056-x, Q2

EI期刊论文

(1) Kang, Hui ; Wang, Jia-Qi; Mei, Fang,A parallel programming language based on Pi-calculus,Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), v 46, n 1, p 235-241, January 1, 2016,DOI:10.13229/j.cnki.jdxbgxb201601035,Accession number:20160701935602

(2) Kang, Hui; Zhang, Shuang-Shuang; Mei, Fang,Petri net translation of recursion π-calculus,Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), v 44, n 1, p 142-148, January 2014,DOI:10.13229/j.cnki.jdxbgxb201401025, Accession number:20140517253055

(3) Kang, Hui; Wang, Zhi; Zhang, Shuangshuang; Mei, Fang,A new-type Pi calculus with buffers and its bisimulation,Journal of Computers (Finland), v 7, n 12, p 2931-2938, 2012,DOI:10.4304/jcp.7.12.2931-2938Accession number:20125215848152

(4) Kang, Hui ; Zeng, Ying-Ying; Liu, Zhi-Yong,Modeling the mobile communication service based on PI-calculus,Tongxin Xuebao/Journal on Communication, v 30, n 4, p 11-16, April 2009,Accession number:20092112092691

(5) Kang, Hui; Yuan, Sen-Miao; Pu, Jie; Liu, Yong;Translating WSDL to Pi calculus based model for Web services,Beijing Gongye Daxue Xuebao / Journal of Beijing University of Technology, v 34, n 11, p 1202-1206, November 2008,Accession number:20085211812671

(6) Kang, Hui ; Yuan, Sen-Miao; Jiang, Feng; Fu, Yu ,Modeling the mobile communication process using PI-calculus,Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), v 38, n SUPPL. 2, p 191-197, September 2008,Accession number:20084511687219

(7) Kang, Hui ; Shan, Dan; Mei, Fang; Cao, Di,Research on translation of index π-net based on index π-calculus,Journal of Computers (Finland), v 8, n 3, p 779-786, 2013,DOI:10.4304/jcp.8.3.779-786 ,Accession number:20131316146221

EI会议论文

(1) Jiahui Li, Hui Kang, Geng Sun*, Shuang Liang, Yanheng Liu, Ying Zhang, Physical Layer Secure Communications Based on Collaborative Beamforming for UAV Networks: A Multi-objective Optimization Approach, IEEE International Conference on Computer Communications (IEEE INFOCOM 2021). (EI, 中国计算机学会推荐 A类会议)

(2) Boxiong Wang, Hui Kang, Geng Sun*, Jiahui Li*. IoT Device Identification via A Bio-Inspired Feature Selection Approach, IEEE International Conference on Communications (IEEE ICC 2023). (EI, 中国计算机学会推荐 C类会议)

(3)  Zeqian Wei, Hui Kang, Hongjuan Li, Geng Sun*, Jiahui Li*, Xinyu Bao, Bo Zhu. Joint Feature Selection and Classifier Parameter Optimization: A Bio-inspired Approach, The 16th International Conference on Knowledge Science, Engineering and Management (KSEM 2023). (EI, 中国计算机学会推荐 C类会议)

(4) Hao Wang, Hui Kang, Geng Sun*, Jiahui Li, Jingwu Xiao, Ning Li. Position Errors Analysis, Prediction and Recovery for UAV-Enabled Virtual Antenna Array. IEEE Symposium on Computers and Communications (IEEE ISCC 2022). (EI, 中国计算机学会推荐 C类会议)

(5) Wenqi Li, Hui Kang, Tie Feng*, Jiahui Li, Zhiru Yue, Geng Sun. Swarm Intelligence-Based Feature Selection: An Improved Binary Grey Wolf Optimization Method, The 14th International Conference on Knowledge Science, Engineering and Management (KSEM 2021). (EI, 中国计算机学会推荐 C类会议)

(6) Xuejie Liu, Xin Yuan, Hui Kang*, Heng Kang, Chaoyu Yu. An Image Registration Method Based on Improved TLD and Improved ORB for Mobile Augmented Reality, IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2021). (EI, 中国计算机学会推荐 C类会议)

(7) Kang hui,A Four-Feature Keyword Extraction Algorithm Based on Word Length Priority Ratio,The 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2020) Guangzhou, China, December 29, 2020 - January 1, 2021 (EI, 中国计算机学会推荐 C类会议)

(8) Kanghui, Research and Improvement of Community Discovery Algorithm Based on Spark for Large Scale Complicated Networks,The 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2020)  Guangzhou, China, December 29, 2020 - January 1, 2021 (EI, 中国计算机学会推荐 C类会议)

(9) Hui, Kang; Xiuli, Yang; Sinmiao, Yuan,Modeling and verification of web services composition based on CPN, Proceedings - 2007 IFIP International Conference on Network and Parallel Computing Workshops, NPC 2007, p 613-617, 2007, (EI, 中国计算机学会推荐 C类会议),Accession number:20083111412743

(10) Xu, Nan; Kang, Hui; Mei, Fang,Modeling and implementation of distributed environment based on pi-calculus and agent,ICNC-FSKD 2018 - 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, p 1261-1266, July 2, 2018, Accession number:20191806858102

(11) Li, Bairun; Kang, Hui; Mei, Fang,Implementation of distributed multi-agent scheduling algorithm based on Pi-calculus,Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 11344 LNCS, p 182-195, 2018, Smart Computing and Communication - 3rd International Conference, SmartCom 2018, Proceedings,Accession number:20185106271409

(12) Kang, Hui ; Yin, Qiuwen; Hui, Zi; Mei, Fang,A parallel model on internet protocol security based on Pi-calculus,1st International Conference on Electronics Instrumentation and Information Systems, EIIS 2017, v 2018-January, p 1-6, July 2, Accession number:20182605355895

(13) Chen, Haipeng; Zhao, Siqi; Bao, Han; Kang, Hui,Research of local outlier mining algorithm based on spark,1st International Conference on Electronics Instrumentation and Information Systems, EIIS 2017, v 2018-January, p 1-4, July 2, Accession number:20182605362041

(14) Kang, Hui; Fei, Fan; Yu, Dazhou; Mei, Fang,The solution of hybrid storage based on Hadoop,1st International Conference on Electronics Instrumentation and Information Systems, EIIS 2017, v 2018-January, p 1-5, July 2, Accession number:20182605362068

(15) Kang, Hui ; Xing, Xue; Wang, Xue; Qiu, Feng,Fault detection in distributed transactions based on extended pi-calculus,2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015, p 1548-1555, January 13, 2016,Accession number:20162002385328

(16) Kang, Hui; Liu, Siqi; Qiu, Feng,Conversion and verification of recursive structure in PI-calculus with compositional petri-NET,2015 11th International Conference on Natural Computation, ICNC 2015,Accession number:20161102105276

(17) Qi, Meng ; Zhang, Jinpeng; Cong, Xuebin; Kang, Hui,A novel implementation of multi-tenant database system based on tree-structured storage, World Automation Congress Proceedings, 2012, Accession number:20125015798139

获奖情况:

发明专利

(1)混合存储架构下的数据访问方法,康辉;包涵等,授权公告日:2019.06.07,专利号:ZL201610261353.6,授权公告号:CN105956029B

(2)一种针对移动π演算语言的文件处理功能的编译方法,康辉,李柏润,徐男,授权公告日:2020.07.28,专利号:ZL201710865364.X,授权公告号:CN107562430B   

(3)一种裁判文书评查方法,康辉,赵旭,李家辉,专利号:2020103917569

(4)一种基于异步处理框架的具有自动测试功能的数据爬取方法,康辉,孙鑫,赵旭,专利号:2021100598941

(5)一种基于深度学习算法的Web API请求适配方法,康辉,唐宗泽,李柏润,专利号:2019104336071

(6)一种联合分类器参数和特征选择的信息提取方法,康辉、于文玉、孙庚、李家辉、史乙棋,申请号: CN202210058069.4(等待实审提案)

(7)一种基于改进蜜獾算法的物联网设备识别特征提取与选择方法,康辉、王渤雄、李家辉、李洪娟,申请号:CN202211307323.6(等待实审提案)

(8)一种用于灾区的无人机自组多跳网络数据传输方法,康辉、李秉天、孙庚、李家辉、郑晓雅、李洪娟、于文玉、刘剑桥,申请号:CN202211498779.5(等待实审提案)

(9)一种基于注意力机制的基数成本估算方法,康辉、刘剑桥、孙庚、王听正、肖静武,申请号:CN202210058083.4(等待实审提案)

(10) 一种低成本、高准确率的特征选择方法,孙庚、李家辉、于文玉、康辉、王爱民、梁爽、纪柏、刘剑桥,申请号:CN202210160725.1(等待合议组成立)

获得学术奖励

(1)车载嵌入式安全通信平台,中国商业联合会,中国服务业科技创新二等奖,2010-2-01-R02

(2)IPv4/IPv6双栈安全车载网关,中国商业联合会,全国商业科技进步二等奖,2009-2-30-R06

(3)网络入侵检测与流量监控技术应用研究,中国商业联合会,全国商业科技进步一等奖,2008-1-14-R03

(4)网络安全技术及其应用研究,吉林省科学技术进步奖励委员会,科技进步二等奖,排名第4,2008.11.6

(5)GPRS网络中业务量控制策略与QoS管理机制研究,吉林省科学技术进步奖励委员会,科技进步三等奖,053028004,2005.12.3

(6)移动IP网络中基于策略的管理机制研究,吉林省科学技术进步奖励委员会,科技进步三等奖,063101006,2006.12.31

(7)车联网的可信数据通信与应用服务关键技术及应用,吉林省科学技术进步奖励委员会,科技进步一等奖,排名第6,2013.12.16

(8)计算机网络安全实时监控系统,长春市科学技术进步奖励委员会,科技进步一等奖,排名第6,2007010206

(9)网络通信特性分析与实时监控技术应用研究,中国通信学会,科技进步三等奖,排名第3,KJ2008-3-15-G03

(10)车联网的安全通信与服务平台,全国商业科技进步二等奖,2014-2-52-R04,2014.12

教学方面:

《数据管理》实践教学团队负责人、软件学院教学委员会成员、吉林大学课堂教学卓越奖获得者

1. 获奖

(1) 软件工程创新人才培养模式与教学改革,吉林省教育厅,吉林省高等教育省级教学成果一等奖,排名第4,2009.09

(2)《数据库原理》课程教学改革的研究与实践,吉林大学教务处,校级教学成果三等奖,负责人,2005.05

(3) 面向系统能力的软件工程卓越人才培养探索与实践,吉林大学教务处,教学成果一等奖,2018.9,第2

(4) 面向复杂工程问题的数据库课程群建设与实践,吉林大学教务处、教学成果三等奖,2018.9,第2

2. 项目

(1) 以复杂工程问题为核心的卓越计划软件工程专业建设与实践MXF2016-1-16,全国高等学校计算机教育研究会,负责人,2016.3

(2) 数据库高级技术案例库的构建2014AL46,吉林大学研究生院,负责人,2014.6,完成

(3) 基于系统能力培养的软件综合实践探索2019XYB185,吉林大学教务处,2019.7-2021.7,0.5万元,运行

(4) 《数据库系统原理》精品课,国家留学基金委:IBM教育开发基金,2004.7-2005.7,负责人,4.00万元,完成

(5) DB2应用开发远程教学课件,国家留学基金委:IBM教育开发基金,2007.7-2008.10,负责人,2.00万元,完成

(6) 《数据库系列课程》实践性教学环节改革方案的研究与实践,吉林大学教务处,2005.5-2008.9,负责人,0.4万元,完成

(7) 软件工程+X复合型创新人才培养模式研究与实践,吉林大学教育教学改革重大项目,2009.08-2011.12,第4,3.00万元,完成

(8) 《服务科学与工程》教学体系的研究与构建,吉林大学教育教学改革重大项目,2009.08-2011.12,第2,3.00万元,完成

(9) 软件工程专业实践教学与实习基地建设的研究与实践,吉林省教育厅,2006.5-2009.12,第5,3.00万元,完成

(10) 《软件工程硕士高水平创新课程体系建设》201051010,吉林大学研究生院,负责人,2011.12,完成

(11) 《数据库系列课程教学团队》,吉林省高等学校优秀教学团队,2013.4,第2

(12) 《数据库系统原理》,2019年吉林省精品在线开放课程

3. 数据库系统原理国家一流课程、数据库原理教育部精品课、吉林省优秀教学团队、吉林省示范课程教学团队骨干成员

4. 教改论文

(1) Java网络课件及考试系统的设计与实现,吉林大学出版社,2004.08,1作

(2) 软件工程专业实践教学体系建设的研究与实践,高等教育出版社,2007.08,通讯作者

(3) 数据库软件实践课程建设,吉林大学出版社,2010,1作

(4) 面向系统能力培养的《系统软件综合实践》荣誉课程建设,计算机教育,1作,2021(4):56-59

5. 教材

(1) 计算机网络(第一版),科学出版社,其他公开出版教材,2003.08,2作

(2) 计算机网络(第二版),科学出版社,国家规划教材,2007.08,2作

(3) 网页设计教程,清华大学出版社,其他公开出版教材,2004.09,主编

(4) 计算机网络基础教程,清华大学出版社,其他公开出版教材,2005.12,主编

(5) 数据库系统教程,清华大学出版社,其他公开出版教材,2008.01,2作

(6) 计算机网络(第三版),科学出版社,国家规划教材,2007.08,4作

社会兼职:

担任若干国内外知名期刊审稿人