中国地质大学(武汉)导师教师师资介绍简介-姚宏

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的个人主页 http://grzy.cug.edu.cn/yaohong
教授博士生导师硕士生导师

性别 : 男
毕业院校 : 华中科技大学
学历 : 博士研究生
学位 : 工学博士学位
在职信息 : 在职
所在单位 : 计算机学院
入职时间 : 1998年07月01日
学科 : 计算机科学与技术
办公地点 : 计算机学院 405
联系方式 : yaohong at cug.edu.cn
Email :

个人简介

姚宏，男，1976年4月出生；博士，教授；博士生导师；主要研究方向为“知识图谱”、“计算机网络与分布式系统”、“移动雾计算”。
1998年本科毕业于（原）武汉测绘科技大学，获学士学位（专业：计算机及应用专业），2002年于中国地质大学获硕士学位（专业：地图制图学与地理信息工程），2010年于华中科技大学计算机学院获博士学位（专业：计算机系统结构），师从金海教授，研究方向为对等网络系统。2014.1-2015.1,受国家留学基金委资助,美国天普大学(Temple University)计算机系访问****,合作导师是吴杰教授(IEEE Fellow)。
近年来，在ACM、IEEE、Springer等机构出版的国际权威学术期刊、国际学术会议、国内权威期刊上发表论文五十余篇，获得1次会议最佳论文奖。
主持国家自然科学基金（信息科学部）面上项目3项；参与国家科技重大专项1项；参与国家重点研发计划1项；主持多项横向项目。
IEEE、ACM、CCF、中国中文信息学会会员。
获奖：
·“大规模网络流媒体服务核心支撑技术”，2010年获得“高等学校科学研究优秀成果奖（科学技术），教育部技术发明奖一等奖”，（排名第5，金海、廖小飞、程斌、涂旭平、姚宏、韩宗芬，华中科技大学）。
已授权国家技术发明专利：
1.一种基于卷积神经网络的评论数据情感分类方法及系统，专利号ZL8.3，专利授权日2020年09月29日，郑坤，姚宏，李润佳，刘超，董理君，康晓军
2.一种考虑主题的机器阅读理解模型生成方法与系统，专利号ZL6.0，专利授权日2020年09月29日，康晓军，龚启航，李新川，李圣文，梁庆中，郑坤，姚宏，刘超，董理君
3.基于释义基元词的中英跨语言词汇表征学习方法及系统，专利号ZL2.X，专利授权日2020年08月07日，梁庆中，姚宏，李兵，郑坤，刘超，董理君
4.基于长短时记忆神经网络的人体活动类型分类方法及系统（已授权，待领证），龚君芳，李润佳，梁庆中，郑坤，姚宏，刘超，董理君，康晓军，李新川
5.一种游戏中间件中基于延迟聚集的对等网络组织方法，专利号ZL3.1，专利申请日2007年12月07日，专利授权日2010年08月04日，金海，廖小飞，姚宏，贾勇，刘伟，刘三民，杨思睿，曾德泽；
6.一种基于对等覆盖网络的游戏平台系统，专利号ZL9.3，专利授权日2010年5月19日，金海，廖小飞，姚宏，曾德泽，刘伟，杨思睿，乐袆凡，贾勇；
7.混杂式对等网络环境下的通用资源管理方法，专利号ZL2.8，专利授权日2009年7月22日，金海，廖小飞，黄琦，姚宏，陈镇光，张亚霏，刘三民，竺丽丽；
期刊文章（2012-）：

[1]Kang, Xiaojun, Bing Li,Hong Yao, Qingzhong Liang, Shengwen Li, Junfang Gong, and Xinchuan Li. "Incorporating Synonym for Lexical Sememe Prediction: An Attention-Based Model."Applied Sciences10, no. 17 (2020): 5996.
[2]Li, Shengwen, Renyao Chen, Bo Wan, Junfang Gong, Lin Yang, andHong Yao. "DAWE: A Double Attention-Based Word Embedding Model with Sememe Structure Information."Applied Sciences10, no. 17 (2020): 5804.
[3]Zheng, Kun, Yafan Cheng, Xiaojun Kang,Hong Yao, and Tian Tian. "Conditional Introspective Variational Autoencoder for Image Synthesis."IEEE Access8 (2020): 153905-153913.
[4]Liu, Chao, Xinchuan Li, Dongyang Zhao, Shaolong Guo, Xiaojun Kang, Lijun Dong, andHong Yao. "Graph Neural Networks with Information Anchors for Node Representation Learning."Mobile Networks and Applications(2020): 1-14
[5]Li, Xinchuan, Xiaojun Kang, Chenwei Wang, Lijun Dong,Hong Yao, and Shixiang Li. "A Neural-Network-Based Model of Charge Prediction via the Judicial Interpretation of Crimes."IEEE Access(2020).
[6]Hong Yao,Muzhou Xiong,Hui Li,Lin Gu,Deze Zeng: Joint optimization of function mapping and preemptive scheduling for service chains in network function virtualization.Future Gener. [J]. Future Generation Computer Systems,108:1112-1118(2020)
[7]Zeng, Deze, Lin Gu, andHong Yao^*. "Towards energy efficient service composition in green energy powered Cyber–Physical Fog Systems."Future Generation Computer Systems105 (2020): 757-765.
[8]Gong, Junfang, Runjia Li,Hong Yao, Xiaojun Kang, and Shengwen Li. "Recognizing Human Daily Activity Using Social Media Sensors and Deep Learning."International Journal of Environmental Research and Public Health16, no. 20 (2019): 3955.
[9]Dong, Lijun, Xiaojun Kang, Mengqi Pan, Man Zhao, Feng Zhang, andHong Yao. "B-matching-based optimization model for energy allocation in sea surface monitoring."Energy(2019): 116618.
[10]Kang, Xiaojun,Hong Yao, Qingtao Li, Xinchuan Li, Chao Liu, and Lijun Dong. "TDN: An Integrated Representation Learning Model of Knowledge Graphs."IEEE Access7 (2019): 55199-55205. doi: 10.1109/ACCESS.2019.** (T3)
[11]Zheng, Kun, Kang Zheng, Falin Fang,Hong Yao, Yunlei Yi, and Deze Zeng. "Real-Time Massive Vector Field Data Processing in Edge Computing."Sensors19, no. 11 (2019): 2602. doi:10.3390/s** (T2)
[12]Xiong, Muzhou, Lin Gu, Haixin Liu, Deze Zeng,Hong Yao, and Zhuzhong Qian. "A Network Calculus Based Delay and Backlog Analysis for Cloud Radio Access Networks."Mobile Networks and Applications(2019): 1-10.
[13]Chao L, Zeng D,Hong Y, et al.An efficient iterative graph data processing framework based on bulk synchronous parallel model[J].Concurrency & Computation Practice & Experience, 2018(1): e4432.
[14]H. Yao, M. Xiong, D. Zeng, J. Gong, “Mining multiple spatial–temporal paths from social media data”,Future Generation Computer Systems, 2018, 87: 782-791.
[15]Yao H, Xiong M, Liu C, et al. Encounter probability aware task assignment in mobile crowdsensing[J].Mobile Networks and Applications, 2017, 22(2): 275-286.
[16]Yao H,Bai C, Xiong M, et al. Heterogeneous cloudlet deployment and user‐cloudlet association toward cost effective fog computing[J].Concurrency and Computation: Practice and Experience, 2017, 29(16): e3975.（
[17]Dong L,Yao H,Ranjan R, et al. Fast lightweight reconfiguration of virtual constellation for obtaining of earth observation big data[J].Cluster Computing, 2017, 20(3): 2299-2310.
[18]Yao H, Zhang H, Zhang C, et al. Data or index: a trade-off in mobile delay tolerant networks[J].International Journal of Computational Science and Engineering, 2017, 14(4): 330-340.
[19]Yao H, Bai C, Zeng D, et al. Migrate or not? Exploring virtual machine migration in roadside cloudlet‐based vehicular cloud[J].Concurrency and Computation: Practice and Experience, 2015, 27(18): 5780-5792.
[20]Yao H, Xu J, Luo Z, et al. MEMoMR: Accelerate MapReduce via reuse of intermediate results[J].Concurrency and Computation: Practice and Experience, 2016, 28(14): 3814-3829.
[21]Yao H, Zeng D, Huang H, et al. Opportunistic offloading of deadline-constrained bulk cellular traffic in vehicular DTNs[J].IEEE Transactions on Computers, 2015, 64(12): 3515-3527.
[22]Hong Yao, Deze Zeng, Huawei Huang, Song Guo, Ahmed Barnawi, Ivan Stojmenovic. An Advertiser-Centric Cooperative Mechanism in Smartphone Advertising Based on Stackelberg Game Analysis[J]. International Journal of Web Services Research (IJWSR), 2015, 12(4): 1-15.
[23]Yao H, Huang H, Zeng D, et al. An energy-aware deadline-constrained message delivery in delay-tolerant networks[J].Wireless networks, 2014, 20(7): 1981-1993.
[24]Zeng D, Gu L, Lian L, et al. On cost-efficient sensor placement for contaminant detection in water distribution systems[J].IEEE Transactions on Industrial Informatics, 2016, 12(6): 2177-2185.
[25]Yu L,Yao H, Liao X. A novel GPU resources management and scheduling system based on virtual machines[J].International Journal of High Performance Computing and Networking, 2016, 9(5-6): 423-430.
[26]胡成玉，姚宏（通讯作者），颜雪松，“基于多粒子群协同的动态多目标优化算法及应用”，计算机研究与发展，第50卷,第6期，2013年6月，1313-1323.
[27]胡成玉，任果，刘超，姚宏，基于MapReduce的高阶矩阵乘法分布式并行算法研究，小型微型计算机系统，2015，36 (12)

会议论文（2012-）：
[1]Hong Yao, Lijun Dong, Shiqi Zhen, Xiaojun Kang, Xinchuan Li and Qingzhong Liang，”Distant-supervised Relation Extraction with Hierarchical Attention Based on Knowledge Graph”,2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI), 2019, (CCF C类)
[2]Liu, Chao, Xinchuan Li, Dongyang Zhao, Shaolong Guo, Xiaojun Kang, Lijun Dong, andHong Yao. "A-GNN: Anchors-Aware Graph Neural Networks for Node Embedding." InInternational Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, pp. 141-153. Springer, Cham, 2019.
[3]Haosen Jia,Hong Yao, Tian Tian, Shengwen Li and Cheng Yan.”The Latent Semantic Power of Labels: Improving Image Classification via Natural Language Semantic”, in Proc. of The 13th International Conference on Human-Centered Computing (HCC 2019), pp. 175-189, 05-09 August 2019,?a?ak,Serbia. Springer, Cham, 2019.
[4]Pan, S., Liu, C., Zeng, D.,Yao, H., & Qian, Z. Fine-Grained Task-Dependency Offloading in Mobile Cloud Computing[C]//2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation . IEEE, 2018: 977-982.
[5]Tian, T., Yang, F., Zheng, K.,Yao, H., & Gao, Q. (2017, August). A Fast Local Image Descriptor Based on Patch Quantization. InInternational Conference on Human Centered Computing(pp. 64-75). Springer, Cham.
[6]Chen Z,Yao H, Gu L, et al. Dynamic service migration via approximate Markov decision process in mobile edge-clouds[C]//International Conference on Internet and Distributed Computing Systems. Springer, Cham, 2017: 13-24.
[7]Zhang, J., Zeng, D., Gu, L.,Yao, H., & Xiong, M. “Joint Optimization of Virtual Function Migration and Rule Update in Software Defined NFV Networks”[C]//GLOBECOM 2017-2017 IEEE Global Communications Conference. IEEE, 2017: 1-5.
[8]Zeng D, Zhang J, Gu L,Li, P, &Yao H. Minimize Coflow Completion Time via Joint Optimization of Flow Scheduling and Processor Placement[C]//GLOBECOM 2017-2017 IEEE Global Communications Conference. IEEE, 2017: 1-5.
[9]Zeng D, Yang G, Gu L, Guo S,Yao H. Joint optimization on switch activation and flow routing towards energy efficient software defined data center networks[C]//2016 IEEE International Conference on Communications (ICC). IEEE, 2016: 1-6..
[10]Xiong M, Zeng D,Yao H, et al. A crowd simulation based UAV control architecture for industrial disaster evacuation[C]//2016 IEEE 83rd Vehicular Technology Conference (VTC Spring). IEEE, 2016: 1-5.
[11]Yao H, Li H, Liu C, et al. Joint Optimization of VM Placement and Rule Placement towards Energy Efficient Software-Defined Data Centers[C]//2016 IEEE International Conference on Computer and Information Technology (CIT). IEEE, 2016: 204-209.
[12]Si G, Guan Z, Li J,Liu, P &Yao, H.A comprehensive survey of privacy-preserving in smart grid[C]//International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage. Springer, Cham, 2016: 213-223.
[13]Zhang J, Zeng D, Gu L,Yao H, & Fan Y. On rule placement for multi-path routing in software-defined networks[C]//International Conference on Collaborative Computing: Networking, Applications and Worksharing. Springer, Cham, 2015: 59-71.
[14]Yao H, Zhang C, Liu C, et al. On participant selection for minimum cost participatory urban sensing with guaranteed quality of information[C]//International Conference on Collaborative Computing: Networking, Applications and Worksharing. Springer, Cham, 2015: 183-194.
[15]Zeng D, Teng C, Gu L,Yao H, & Liang Q. Flow setup time aware minimum cost switch-controller association in software-defined networks[C]//2015 11th International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QSHINE). IEEE, 2015: 259-264.
[16]Zeng D, Teng C,Yao H, et al. Stochastic Analysis of Epidemic Routing Based Anycast in Throwbox-Equipped DTNs [C]//Embedded Multicore/Manycore SoCs (MCSoc), 2014 IEEE 8th International Symposium on. IEEE, 2014: 77-81.
[17]Liang Q, Li H, Fan Y,Yan X, Hu C,Yao H. SAPSN: A Sensor Network for Signal Acquisition and Processing[C]//Dependable, Autonomic and Secure Computing (DASC), 2014 IEEE 12th International Conference on. IEEE, 2014: 475-478.
[18]Huang H, Zeng D, Guo S,Yao H. Joint optimization of task mapping and routing for service provisioning in distributed datacenters[C]//Communications (ICC), 2014 IEEE International Conference on. IEEE, 2014: 4196-4201.（CCF C类）
[19]Luo Z, Zhu H, Zeng D,Yao H. A trace-driven analysis on the user behaviors in social e-commerce network[C]//Communications (ICC), 2014 IEEE International Conference on. IEEE, 2014: 4108-4113.（CCF C类）
[20]Liu C, Zhang C,Yao H, et al. A GPS Information Sharing System Based on Bluetooth Technology[C]//2014 International Conference on IT Convergence and Security (ICITCS). IEEE, 2014: 1-2.
[21]Liu C,Yao H, Tang Z, et al. A Comparison Study of Graph Data Processing Based on MyBSP and MapReduce[C]//2014 International Conference on Cloud Computing and Big Data. IEEE, 2014: 70-74.
[22]Hu C, Tian D,Yao H. A cloud-based optimization for the placement of water quality sensors in water distribution system[C]//2014 International Conference on Mechatronics and Control (ICMC). IEEE, 2014: 698-702.
[23]Yao H, Lian L, Fan Y, et al. The Evaluation of Security Algorithms on Mobile Platform[C]//2013 IEEE 9th International Conference on Mobile Ad-hoc and Sensor Networks. IEEE, 2013: 405-409.
[24]Yao H, Yang G, Zhang C, et al. Ddnm: Monitoring environment noise using smart phones[C]//2013 IEEE 7th International Symposium on Embedded Multicore Socs. IEEE, 2013: 177-182.
[25]Huang H, Zeng D, Guo S,Yao H,Miyazak T. Stochastic analysis on epidemic dissemination of lifetime-controlled messages in DTNs[C]//2013 9th International Wireless Communications and Mobile Computing Conference (IWCMC). IEEE, 2013: 1578-1583.
[26]Liang Q, Fan Y,Yao H. Study on influences analysis of RFID and application in Midget Coil Warehouse[C]//2013 IEEE 7th International Symposium on Embedded Multicore Socs. IEEE, 2013: 183-187.
[27]Yao H, Huang H, Liang Q, et al. The effect of critical transmission range in epidemic data propagation for mobile ad-hoc social network[C]//Joint International Conference on Pervasive Computing and the Networked World. Springer, Berlin, Heidelberg, 2012: 743-756.
[28]Zeng D, Cong L, Huang H, Guo S, &Yao H.Deadline-constrained content distribution in vehicular delay tolerant networks[C]//2012 8th International Wireless Communications and Mobile Computing Conference (IWCMC). IEEE, 2012: 994-999.
[29]Yao H, Zhao Z, Huang H, et al. Charge Stations Deployment Strategy for Maximizing the Charge Oppurnity of Electric Vehicles (EVs)[C]//International Symposium on Intelligence Computation and Applications. Springer, Berlin, Heidelberg, 2012: 603-611.

主持或者参与的项目：
[1]“双曲空间中知识图谱联合文本的动态表征学习”，（**），2020.01-2023.12，来源：国家自然科学基金委员会信息科学部面上项目，主持；
[2]“云雾混合计算环境的资源管理与任务调度研究”，（**）, 2017.01-2020.12,来源：国家自然科学基金委员会信息科学部面上项目，主持；
[3]“车辆自组织网络中定向路由和激励机制研究”，（**），2013.01-2016.12，来源：国家自然科学基金委员会信息科学部面上项目，主持；
[4]“重点地区页岩气富集规律与勘探评价方法”，（2017ZX05036-001-010），2017.01- 2020.12，国家科技重大专项，序2；

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