软件工程
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物联网技术及应用

1994-09--1997-12   哈尔滨工业大学计算机与电气工程学院   （计算机应用）工学博士

1991-09--1994-06   哈尔滨工业大学计算机科学与工程系   （计算机软件）工学硕士

1987-09--1991-07   西安交通大学计算机科学与工程系   （计算机软件）工学学士

2004/04－至今，中国科学院大学教授、博士生导师，现任中国科学院大学信息技术中心主任。兼任石景山区政协委员，石景山区知联会理事，中国科学院大学党外知识分子联谊会第一届理事会秘书长。

 

2000/07－2004/03，中国北京共创开源软件股份有限公司副总经理，兼任中国软件行业协会共创软件分会常务副秘书长。

 

1998/3 - 2000/6，青岛海信软件股份有限公司管理评测部部长，青岛大学客座教授，青岛市特聘高级人才。

 

长期从事软件工程、物联网应用研究和实践工作，曾先后主持国家重点研发计划课题、中国科学院网信专项课题、国家科技重大专项课题、国家863计划课题、北京科委重大课题等科研项目20余项的研发工作。曾荣获航天部科技进步奖三等奖、中国科学院教学成果奖二等奖、中国科学院朱李月华优秀教师奖、中国科学院大学校级研究生优秀课程奖，在《Wireless Communications and Mobile Computing》、《Computer Communications》、《Computer Networks》、《International Journal of Communication Systems》、《软件学报》等国内外重要学术刊物和ACM MSWiM、IEEE ICC、GLOBECOM等重要国际学术会议上发表学术论文四十多篇，获得国家发明专利六项。

[1] Guoliang Ji, Baoxian Zhang, Zheng Yao, Cheng Li. Multi-Platform Cooperation based Incentive Mechanism in Opportunistic Mobile Crowdsensing. GLOBECOM 2022,Dec. 2022 / Rio de Janeiro, Brazilnull. 2022, [2] Ji, Guoliang, Yao, Zheng, Zhang, Baoxian, Li, Cheng. Quality-Driven Online Task-Bundling-Based Incentive Mechanism for Mobile Crowdsensing. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY[J]. 2022, 71(7): 7876-7889, http://dx.doi.org/10.1109/TVT.2022.3170505.
[3] Yaoguang Yong, Zheng Yao, Zhao Yawei. Beyond Accuracy: A Feature Crossing Method for Chinese Thesis Reviewer Recommendation. IEEEINTERNATIONALCONFERENCEONSYSTEMSMANANDCYBERNETICSnull. 2021, [4] Yong, Yaoguang, Yao, Zheng, Zhao, Yawei, IEEE. A Framework for Reviewer Recommendation Based on Knowledge Graph and Rules Matching. 2021 IEEE INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND SOFTWARE ENGINEERING (ICICSE 2021)null. 2021, 199-203, [5] Huang, Guanglun, Zhang, Baoxian, Yao, Zheng, Li, Cheng. Stochastic joint rate control and resource allocation for wireless video surveillance. COMPUTER NETWORKS[J]. 2021, 190: http://dx.doi.org/10.1016/j.comnet.2021.107904.
[6] Huang, Guanglun, Zhang, Baoxian, Yao, Zheng, Li, Cheng. Quality-Aware Video Streaming for Green Cellular Networks With Hybrid Energy Sources. IEEE INTERNET OF THINGS JOURNAL[J]. 2021, 8(10): 8543-8556, http://dx.doi.org/10.1109/JIOT.2020.3046543.
[7] 贺金龙, 付立军, 姚郑, 吕鹏飞, 黄徐胜. 基于网格LSTM混合算法的地质领域用户意图识别. 计算机系统应用[J]. 2020, 44-52, http://lib.cqvip.com/Qikan/Article/Detail?id=00002EOFK73G7JP0MPDG9JP1MBR.
[8] Gong, Wei, Zhang, Baoxian, Li, Cheng, Yao, Zheng. Task Allocation in Semi-Opportunistic Mobile Crowdsensing: Paradigm and Algorithms. MOBILE NETWORKS & APPLICATIONS[J]. 2020, 25(2): 772-782, https://www.webofscience.com/wos/woscc/full-record/WOS:000527008200037.
[9] Ji, Guoliang, Yao, Zheng, Zhang, Baoxian, Li, Cheng. A Reverse Auction-Based Incentive Mechanism for Mobile Crowdsensing. IEEE INTERNET OF THINGS JOURNAL[J]. 2020, 7(9): 8238-8248, http://dx.doi.org/10.1109/JIOT.2020.2989123.
[10] Wang, Tao, Yao, Zheng, Zhang, Baoxian, Li, Cheng. Adaptive Flow-Level Resource Allocation for Wireless Mesh Networks. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY[J]. 2019, 68(10): 10121-10133, https://www.webofscience.com/wos/woscc/full-record/WOS:000501349900062.
[11] Ji, Guoliang, Zhang, Baoxian, Yao, Zheng, Li, Cheng, IEEE. A reverse auction based incentive mechanism for mobile crowdsensing. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)null. 2019, [12] Wang, Tao, Yao, Zheng, Zhang, Baoxian, Li, Cheng, Hao, Kun. Adaptive Flow Rate Control for Network Utility Maximization Subject to QoS Constraints in Wireless Multi-hop Networks. PEER-TO-PEER NETWORKING AND APPLICATIONS[J]. 2018, 11(5): 881-899, https://www.webofscience.com/wos/woscc/full-record/WOS:000434911200005.
[13] Wen Hengyi, Yao Zheng, Lian Huiqiang, Zhang Baoxian, Li C, Mao S. A New Distributed Routing Protocol for Wireless Sensor Networks with Mobile Sinks. WIRELESS INTERNET (WICON 2017)null. 2018, 230: 150-159, [14] 韩其琛, 赵亚伟, 姚郑, 付立军. 基于叙词表的领域知识图谱初始种子集自动生成算法. 中文信息学报[J]. 2018, 32(8): 1-8, http://lib.cqvip.com/Qikan/Article/Detail?id=676387560.
[15] Wang, Tao, Zhang, Baoxian, Yao, Zheng, Mouftah, Hussein T. Network coding based adaptive CSMA for network utility maximization. COMPUTER NETWORKS[J]. 2017, 126: 31-43, http://dx.doi.org/10.1016/j.comnet.2017.06.017.
[16] Huang, Guanglun, Zhang, Baoxian, Yao, Zheng, IEEE. Data Correlation Aware Opportunistic Routing Protocol for Wireless Sensor Networks. 2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)null. 2017, [17] Wang, Tao, Yao, Zheng, Zhang, Baoxian, Li, Cheng. Utility Bounds of Joint Congestion and Medium Access Control for CSMA based Wireless Networks. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS[J]. 2017, 11(1): 193-214, https://www.webofscience.com/wos/woscc/full-record/WOS:000396523600010.
[18] Zhang, Chunmei, Wan, Shengli, Yao, Zheng, Zhang, Baoxian, Li, Cheng. A distributed battery recovery aware topology control algorithm for wireless sensor networks. WIRELESS COMMUNICATIONS & MOBILE COMPUTING[J]. 2016, 16(17): 2895-2906, https://www.webofscience.com/wos/woscc/full-record/WOS:000389368800009.
[19] Zhang, Baoxian, Jiao, Zhenzhen, Li, Cheng, Yao, Zheng, Vasilakos, Athanasios V. Efficient location-based topology control algorithms for wireless ad hoc and sensor networks. WIRELESS COMMUNICATIONS & MOBILE COMPUTING[J]. 2016, 16(14): 1943-1955, http://www.corc.org.cn/handle/1471x/2375004.
[20] Yu, Sheng, Zhang, Baoxian, Yao, Zheng, Li, Cheng. R3: A Lightweight Reactive Ring based Routing Protocol for Wireless Sensor Networks with Mobile Sinks. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS[J]. 2016, 10(12): 5442-5463, https://www.webofscience.com/wos/woscc/full-record/WOS:000396510000017.
[21] Zhang, Chunmei, Wan, Shengli, Yao, Zheng, Zhang, Baoxian, Li, Cheng. A distributed battery recovery aware topology control algorithm for wireless sensor networks. WIRELESS COMMUNICATIONS & MOBILE COMPUTING[J]. 2016, 16(17): 2895-2906, https://www.webofscience.com/wos/woscc/full-record/WOS:000389368800009.
[22] Hao, Jie, Yao, Zheng, Huang, Kui, Zhang, Baoxian, Li, Cheng. A gradient-based multiple-path routing protocol for low duty-cycled wireless sensor networks. WIRELESS COMMUNICATIONS & MOBILE COMPUTING[J]. 2016, 16(5): 538-549, https://www.webofscience.com/wos/woscc/full-record/WOS:000372131200003.
[23] Yan, Yan, Zhang, Baoxian, Yao, Zheng. Space-time efficient network coding for wireless multi-hop networks. COMPUTER COMMUNICATIONS[J]. 2016, 73: 144-156, http://dx.doi.org/10.1016/j.comcom.2015.09.026.
[24] Zhang, Baoxian, Jiao, Zhenzhen, Li, Cheng, Yao, Zheng, Vasilakos, Athanasios V. Efficient location-based topology control algorithms for wireless ad hoc and sensor networks. WIRELESS COMMUNICATIONS & MOBILE COMPUTING[J]. 2016, 16(14): 1943-1955, http://www.corc.org.cn/handle/1471x/2375004.
[25] 宋瑞, 姚郑. 基于大数据的热点区域人员流量实时监测系统. 中国科学院大学学报[J]. 2015, 32(3): 428-431, https://d.wanfangdata.com.cn/periodical/zgkxyyjsyxb201503021.
[26] Shi, Lei, Yao, Zheng, Zhang, Baoxian, Li, Cheng, Ma, Jian. An efficient distributed routing protocol for wireless sensor networks with mobile sinks. INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS[J]. 2015, 28(11): 1789-1804, http://www.corc.org.cn/handle/1471x/2376730.
[27] 段国建, 郝洁, 姚郑, 张宝贤. 基于自适应能量阈值的按需节能组播路由协议. 中国科学院大学学报. 2014, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFD&dbname=CJFD2014&filename=ZKYB201402019&uid=WEEvREcwSlJHSldRa1FhcTdnTnhYQ2pPcnAxOFBlRmJEYkR3WDlPVTJwMD0=$9A4hF_YAuvQ5obgVAqNKPCYcEjKensW4IQMovwHtwkF4VYPoHbKxJw!!&v=MTQ0NjNTYkxHNEg5WE1yWTlFYllSOGVYMUx1eFlTN0RoMVQzcVRyV00xRnJDVVI3cWZZZVptRnkzbFVyckJQeWI=.
[28] Jiao Zhenzhen, Yao Zheng, Zhang Baoxian, Li Cheng, Jamalipour A, Deng DJ. A Distributed Gradient-assisted Anycast-based Back-Pressure Framework for Wireless Sensor Networks. 2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)null. 2014, 2809-2814, [29] Yu Sheng, Shang Dezhong, Yao Zheng, Zhang Baoxian, Li Cheng, IEEE. A Lightweight Ring-based Routing Protocol for Wireless Sensor Networks with Mobile Sinks. 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014)null. 2014, 4580-4585, [30] Shang, Dezhong, Zhang, Baoxian, Yao, Zheng, Li, Cheng. An Energy Efficient Localized Topology Control Algorithm for Wireless Multihop Networks. JOURNAL OF COMMUNICATIONS AND NETWORKS[J]. 2014, 16(4): 371-377, https://www.webofscience.com/wos/woscc/full-record/WOS:000342279100003.
[31] Jiao Zhenzhen, Yao Zheng, Zhang Baoxian, Li Cheng, IEEE. NBP: An Efficient Network-Coding based Back-Pressure Algorithm. 2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)null. 2013, 1625-+, [32] Hao Jie, Yao Zheng, Huang Kui, Zhang Baoxian, Li Cheng, IEEE. An Energy-Efficient Routing Protocol with Controllable Expected Delay in Duty-Cycled Wireless Sensor Networks. 2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)null. 2013, 6215-6219, [33] Bao Han, Zhang Baoxian, Li Cheng, Yao Zheng. Mobile anchor assisted particle swarm optimization (PSO) based localization algorithms for wireless sensor networks. WIRELESS COMMUNICATIONS & MOBILE COMPUTING[J]. 2012, 12(15): 1313-1325, http://ir.sim.ac.cn/handle/331004/115080.
[34] Bao Han, Zhang Baoxian, Li, Cheng, Yao Zheng. Mobile Anchor Assisted PSO-based Localization Algorithms for Wireless Sensor Networks. Wiley Wireless Communications and Mobile Computing[J]. 2012, [35] Hao Jie, Yao Zheng, Zhang Baoxian, IEEE. A Gradient-based Multi-Path Routing Protocol for Low Duty-Cycled Wireless Sensor Networks. 2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)null. 2012, [36] Li Lei, Zhang Baoxian, Shen Xiaojun, Zheng Jun, Yao Zheng. A study on the weak barrier coverage problem in wireless sensor networks. COMPUTER NETWORKS[J]. 2011, 55(3): 711-721, http://dx.doi.org/10.1016/j.comnet.2010.10.008.
[37] Shi Lei, Zhang Baoxian, Yao Zheng, Huang Kui, Ma Jian, IEEE. An Efficient Multi-Stage Data Routing Protocol for Wireless Sensor Networks with Mobile Sinks. 2011IEEEGLOBALTELECOMMUNICATIONSCONFERENCEGLOBECOM2011null. 2011, [38] 田克, 张宝贤, 马建, 姚郑. 无线多跳网络中的机会路由. 软件学报[J]. 2010, 2542-2553, http://lib.cqvip.com/Qikan/Article/Detail?id=35457566.
[39] 刘壮业, 姚郑. 基于Web服务的教师管理系统的设计与实现. 中国科学院研究生院学报[J]. 2009, 26(1): 127-131, http://lib.cqvip.com/Qikan/Article/Detail?id=29778035.
[40] 刘壮业, 姚郑. 面向服务架构若干关键问题研究. 计算机工程与设计[J]. 2009, 600-604, http://lib.cqvip.com/Qikan/Article/Detail?id=29497885.
[41] 赵壮, 姚郑, 张宝贤, 艾明达. 无线自组织网络抗毁路由协议研究. 计算机应用研究[J]. 2008, 25(11): 3209-3213, http://lib.cqvip.com/Qikan/Article/Detail?id=28661759.
[42] 姚郑, 姚郑. 软件产品线需求过程和方法浅论. 计算机工程与设计[J]. 2008, 29(16): 4215-4219, http://lib.cqvip.com/Qikan/Article/Detail?id=28186417.
[43] 艾明达, 赵壮, 姚郑, 张宝贤. 无线自组织网络抗毁路由协议研究进展. 计算机应用研究. 2008, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFD2008&filename=JSYJ200811005&v=MDk4NTdZUjhlWDFMdXhZUzdEaDFUM3FUcldNMUZyQ1VSN3FmWWVabUZ5cmdWYnJOTHo3U1pMRzRIdG5Ocm85Rlk=.
[44] 朱亚峰, 姚郑. 面向软件产品线的多维分层需求过程及其应用. 计算机工程[J]. 2008, 34(18): 45-47,50, http://lib.cqvip.com/Qikan/Article/Detail?id=28202204.
[45] 刘超, 张宝贤, 姚郑. 无线传感器网络中基于位置信息的节能方案. 计算机应用研究[J]. 2008, 25(3): 860-862, http://lib.cqvip.com/Qikan/Article/Detail?id=26713767.
[46] 邢彬彬, 姚郑. CMM/CMMI与软件生命周期模型关系的研究. 计算机应用研究[J]. 2007, 24(11): 65-69, http://lib.cqvip.com/Qikan/Article/Detail?id=25762250.
[47] 邢彬彬, 姚郑. 软件生命周期模型与CMM实施. 计算机应用研究[J]. 2007, 24(10): 206-210, http://lib.cqvip.com/Qikan/Article/Detail?id=25602467.
[48] 姚郑. 软件工程人才是怎样炼成的？. 软件世界[J]. 2005, 62-62, http://lib.cqvip.com/Qikan/Article/Detail?id=15175849.
[49] 姚郑. 软件测试与质量保证：IT组织如何应对. 程序员[J]. 2001, 83-86, http://lib.cqvip.com/Qikan/Article/Detail?id=673848374200104014.
[50] 姚郑. “轻”方法与满意质量——市场驱动的软件工程实践（上）. 互联网周刊[J]. 2001, 95-95, http://lib.cqvip.com/Qikan/Article/Detail?id=6171390.
[51] 姚郑. “轻”方法与满意质量——市场驱动的软件工程实践（下）. 互联网周刊[J]. 2001, 85-86, http://lib.cqvip.com/Qikan/Article/Detail?id=6064091.
[52] 姚郑. 开放源码有利软件质量提高. 互联网周刊[J]. 2001, 96-96, http://lib.cqvip.com/Qikan/Article/Detail?id=6171347.
[53] 姚郑, 高文. 言语行为理论导论. 计算机科学[J]. 1997, 24(1): 5-7, http://lib.cqvip.com/Qikan/Article/Detail?id=2476088.
[54] 姚郑, 高文. 面向Agent的程序设计. 软件学报[J]. 1997, 8(11): 825-, http://lib.cqvip.com/Qikan/Article/Detail?id=2715174.
[55] 姚郑, 高文. 软件Agent. 计算机科学[J]. 1996, 23(1): 10-13, http://lib.cqvip.com/Qikan/Article/Detail?id=2167801.
[56] 高文, 姚郑. 多功能感知系统中的面向Agent技术. 软件学报[J]. 1996, 7(3): 163-, http://lib.cqvip.com/Qikan/Article/Detail?id=2048856.
[57] 姚郑, 高文. 面向Agent的程序设计风范. 计算机科学[J]. 1995, 22(6): 7-11, http://lib.cqvip.com/Qikan/Article/Detail?id=1798814.
[58] 王宇颖, 潘侠, 姚郑. 基于对象和重用的原型方法与原型工具系统ORPTOOL. 哈尔滨工业大学学报[J]. 1995, 27(6): 62-, http://lib.cqvip.com/Qikan/Article/Detail?id=1763411.