Yao Hong

Doctoral Degree in Engineering

Faculty of Higher Institutions

华中科技大学

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Gender:Male
Date of Employment:1998-07-01
Business Address:计算机学院 405
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Hong YAOProfessorSchool of Computer Science, China University of Geosciences,Address: Wuhan, Hubei, 430074, ChinaEmail: yaohong@cug.edu.cn Research Interests:Knowledge Graph, Natural Language Processing, Cognitive Computing,Computer Networking and Distributedcomputing Brief Biography Hong YAOreceived his Ph.D. degree in computer sciencefrom Huazhong University of Science and Technology in 2010, supervised byPro.Hai Jin.He is a professorinSchool of Computer Science, China University of Geosciences,Wuhan.His recent research interests are mainly in the areas of Knowledge Graph,computer networking. He has published over 50 papers in refereed journals and conferences. He received the First Prize of Education Ministry Technological Innovation Awardin 2010. He received the Best Paper Awards at DPCS’08, CIT’16.He has been authorized with 3Chinese technology invention patents. From 2014-2015, hewasa Visiting Scholar in Pro. Jie Wu' lab(Temple University, Philadelphia, USA.).HONORS & AWARDS[1] Education Ministry Technological Innovation Award, First Prize, “Core Support Technology of Large-scale Network Streaming Media Services”, 2009.Grants[1] “Knowledge Graph and Text Jointly Dynamic Representation Learning in Hyperbolic Space”, supported by National Natural Science Foundation of China(No.61972365),PI, 2020.1-2023.12.[2] “Resource Management and Task Scheduling in Hybrid Cloud and Fog Computing Environments”, supported by National Natural Science Foundation of China(No.616724740),PI, 2017.1-2020.12. [3] “Study on Directional Routing and Incentive Schemes for Vehicular Ad-Hoc Network”, supported by National Natural Science Foundation of China(No.61272470), PI, 2013.1-2016.12. Refereed Journal Papers [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 Sciences 10, 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 Sciences 10, no. 17 (2020): 5804. [3] Zheng, Kun, Yafan Cheng, Xiaojun Kang, Hong Yao, and Tian Tian. "Conditional Introspective Variational Autoencoder for Image Synthesis." IEEE Access 8 (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, and Hong Yao*. "Towards energy efficient service composition in green energy powered Cyber–Physical Fog Systems." Future Generation Computer Systems 105 (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 Health 16, no. 20 (2019): 3955.[9] Xiaojun, K., Hong, Y., Qingzhong, L., Xinchuan. L., Chao, L., & Lijun, D.(2019). TDN: An Integrated Representation Learning Model of Knowledge Graphs. IEEE Access, vol. 7, pp. 55199-55205, 2019. doi: 10.1109/ACCESS.2019.2913086[10] Chao, L., Zeng, D., Hong, Y., Yan, X., Yu, L., & Fu, Z. (2018). An efficient iterative graph data processing framework based on bulk synchronous parallel model. Concurrency & Computation Practice & Experience (1), e4432. https://doi.org/10.1002/cpe.4432[11] Zeng, D., Lin, G., & Hong, Y.(2018). Towards energy efficient service composition in green energy powered cyber-physical fog systems. Future Generation Computer Systems. DOI: 10.1016/j.future.2018.01.060[12] Yao, H.,Xiong, M., Li, H., Gu, L., & Zeng, D. (2018). Joint optimization of function mapping and preemptive scheduling for service chains in network function virtualization. Future Generation Computer Systems. DOI: 10.1016/j.future.2017.12.021[13] Yao, H., Xiong, M., Zeng, D., & Gong, J. (2018). Mining multiple spatial–temporal paths from social media data. Future Generation Computer Systems, 87, 782-791.[14] Yao, H., Xiong, M., Liu, C., & Liang, Q. (2017). Encounter probability aware task assignment in mobile crowdsensing. Mobile Networks and Applications, 22(2), 275-286. [15] Yao, H., Bai, C., Xiong, M., Zeng, D., & Fu, Z. (2017). Heterogeneous cloudlet deployment and user‐cloudlet association toward cost effective fog computing. Concurrency and Computation: Practice and Experience, 29(16), e3975.[16] Dong, L., Yao, H., Ranjan, R., Zhang, F., & Pan, M. (2017). Fast lightweight reconfiguration of virtual constellation for obtaining of earth observation big data. Cluster Computing, 20(3), 2299-2310.[17] Yao, H., Zhang, H., Zhang, C., Zeng, D., Wu, J., & Zheng, H. (2017). Data or index: a trade-off in mobile delay tolerant networks. International Journal of Computational Science and Engineering, 14(4), 330-340. [18] Yao, H., Xu, J., Luo, Z., & Zeng, D. (2016). MEMoMR: Accelerate MapReduce via reuse of intermediate results. Concurrency and Computation: Practice and Experience, 28(14), 3814-3829. [19] Yao, H., Bai, C., Zeng, D., Liang, Q., & Fan, Y. (2015). Migrate or not? Exploring virtual machine migration in roadside cloudlet‐based vehicular cloud. Concurrency and Computation: Practice and Experience, 27(18), 5780-5792.[20] Yao, H., Zeng, D., Huang, H., Guo, S., Barnawi, A., & Stojmenovic, I. (2015). Opportunistic offloading of deadline-constrained bulk cellular traffic in vehicular DTNs. IEEE Transactions on Computers, 64(12), 3515-3527.[21] Yao, H., Yang, G., Zeng, D., Liu, C., Liang, Q., & Hu, C. (2015). An Advertiser-Centric Cooperative Mechanism in Smartphone Advertising Based on Stackelberg Game Analysis. International Journal of Web Services Research (IJWSR), 12(4), 1-15.[22] Yao, H., Huang, H., Zeng, D., Li, B., & Guo, S. (2014). An energy-aware deadline-constrained message delivery in delay-tolerant networks. Wireless networks, 20(7), 1981-1993.[23] Zeng, D., Gu, L., Lian, L., Guo, S., Yao, H., & Hu, J. (2016). On cost-efficient sensor placement for contaminant detection in water distribution systems. IEEE Transactions on Industrial Informatics, 12(6), 2177-2185.[24] Chengyu, H., Hong, Y., & Xuesong, Y. (2013). Multiple Particle Swarms Coevolutionary Algorithm for Dynamic Multi-Objective Optimization Problems and Its Application. Journal of computer research and development, 6. Language: Chinese. [25] Yu, L., Yao, H., & Liao, X. (2016). A novel GPU resources management and scheduling system based on virtual machines. International Journal of High Performance Computing and Networking, 9(5-6), 423-430.RefereedConference Papers[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.[2] Liu, Chao, Xinchuan Li, Dongyang Zhao, Shaolong Guo, Xiaojun Kang, Lijun Dong, and Hong Yao. "A-GNN: Anchors-Aware Graph Neural Networks for Node Embedding." In International 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,Čačak,Serbia. Springer, Cham, 2019.[4] Pan, S., Liu, C., Zeng, D., Yao, H., & Qian, Z. (2018, October). Fine-Grained Task-Dependency Offloading in Mobile Cloud Computing. In 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) (pp. 977-982). IEEE.[5] Zhang, J., Zeng, D., Gu, L., Yao, H., & Xiong, M. (2017, December). Joint Optimization of Virtual Function Migration and Rule Update in Software Defined NFV Networks. In GLOBECOM 2017-2017 IEEE Global Communications Conference (pp. 1-5). IEEE.[6] Zeng, D., Zhang, J., Gu, L., Li, P., & Yao, H. (2017, December). Minimize Coflow Completion Time via Joint Optimization of Flow Scheduling and Processor Placement. In GLOBECOM 2017-2017 IEEE Global Communications Conference (pp. 1-5). IEEE.[7] Zeng, D., Yang, G., Gu, L., Guo, S., & Yao, H.(2016, May). Joint optimization on switch activation and flow routing towards energy efficient software defined data center networks. In 2016 IEEE International Conference on Communications (ICC) (pp. 1-6). IEEE.[8] Xiong, M., Zeng, D., Yao, H., & Li, Y. (2016, May). A crowd simulation based UAV control architecture for industrial disaster evacuation. In 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring) (pp. 1-5). IEEE.[9] Yao, H., Li, H., Liu, C., Xiong, M., Zeng, D., & Li, G. (2016, December). Joint Optimization of VM Placement and Rule Placement towards Energy Efficient Software-Defined Data Centers. In 2016 IEEE International Conference on Computer and Information Technology (CIT) (pp. 204-209). IEEE.[10] Si, G., Guan, Z., Li, J., Liu, P., & Yao, H.(2016, November). A comprehensive survey of privacy-preserving in smart grid. In International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage (pp. 213-223). Springer, Cham.[11] Zhang, J., Zeng, D., Gu, L., Yao, H., & Fan, Y. (2015, November). On rule placement for multi-path routing in software-defined networks. In International Conference on Collaborative Computing: Networking, Applications and Worksharing (pp. 59-71). Springer, Cham.[12] Yao, H., Zhang, C., Liu, C., Liang, Q., Yan, X., & Hu, C. (2015, November). On participant selection for minimum cost participatory urban sensing with guaranteed quality of information. In International Conference on Collaborative Computing: Networking, Applications and Worksharing (pp. 183-194). Springer, Cham.[13] Zeng, D., Teng, C., Gu, L., Yao, H., & Liang, Q. (2015, August). Flow setup time aware minimum cost switch-controller association in software-defined networks. In 2015 11th International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QSHINE) (pp. 259-264). IEEE.[14] Zeng, D., Teng, C., Yao, H., Liang, Q., Hu, C., & Yan, X. (2014, September). Stochastic Analysis of Epidemic Routing Based Anycast in Throwbox-Equipped DTNs. In 2014 IEEE 8th International Symposium on Embedded Multicore/Manycore SoCs (pp. 77-81). IEEE.[15] Liang, Q., Li, H., Fan, Y., Yan, X., Hu, C., & Yao, H.(2014, August). SAPSN: a sensor network for signal acquisition and processing. In 2014 IEEE 12th International Conference on Dependable, Autonomic and Secure Computing (pp. 475-478). IEEE.[16] Huang, H., Zeng, D., Guo, S., & Yao, H. (2014, June). Joint optimization of task mapping and routing for service provisioning in distributed datacenters. In 2014 IEEE International Conference on Communications (ICC) (pp. 4196-4201). IEEE.[17] Luo, Z., Zhu, H., Zeng, D., & Yao, H.(2014, June). A trace-driven analysis on the user behaviors in social e-commerce network. In 2014 IEEE International Conference on Communications (ICC) (pp. 4108-4113). IEEE. [18] Liu, C., Zhang, C., Yao, H., Zeng, D., Liang, Q., & Hu, C. (2014, October). A GPS Information Sharing System Based on Bluetooth Technology. In 2014 International Conference on IT Convergence and Security (ICITCS) (pp. 1-2). IEEE.[19] Liu, C., Yao, H., Tang, Z., Zeng, D., Hu, C., & Liang, Q. (2014, November). A Comparison Study of Graph Data Processing Based on MyBSP and MapReduce. In 2014 International Conference on Cloud Computing and Big Data (pp. 70-74). IEEE.[20] Hu, C., Tian, D., & Yao, H.(2014, July). A cloud-based optimization for the placement of water quality sensors in water distribution system. In 2014 International Conference on Mechatronics and Control (ICMC) (pp. 698-702). IEEE.[21] Yao, H., Lian, L., Fan, Y., Liang, Q., & Yan, X. (2013, December). The Evaluation of Security Algorithms on Mobile Platform. In 2013 IEEE 9th International Conference on Mobile Ad-hoc and Sensor Networks (pp. 405-409). IEEE.. [22] Yao, H., Yang, G., Zhang, C., Hu, C., & Liang, Q. (2013, September). Ddnm: Monitoring environment noise using smart phones. In 2013 IEEE 7th International Symposium on Embedded Multicore Socs (pp. 177-182). IEEE.[23] Huang, H., Zeng, D., Guo, S., Yao, H., & Miyazaki, T. (2013, July). Stochastic analysis on epidemic dissemination of lifetime-controlled messages in DTNs. In 2013 9th International Wireless Communications and Mobile Computing Conference (IWCMC) (pp. 1578-1583). IEEE.[24] Yao, H., Huang, H., Liang, Q., Hu, C., & Yan, X. (2012, November). The effect of critical transmission range in epidemic data propagation for mobile ad-hoc social network. In Joint International Conference on Pervasive Computing and the Networked World (pp. 743-756). Springer, Berlin, Heidelberg.[25] Zeng, D., Cong, L., Huang, H., Guo, S., & Yao, H. (2012, August). Deadline-constrained content distribution in vehicular delay tolerant networks. In 2012 8th International Wireless Communications and Mobile Computing Conference (IWCMC) (pp. 994-999). IEEE.[26] Yao, H., Zhao, Z., Huang, H., & Cong, L. (2012, October). Charge Stations Deployment Strategy for Maximizing the Charge Oppurnity of Electric Vehicles (EVs). In International Symposium on Intelligence Computation and Applications (pp. 603-611). Springer, Berlin, Heidelberg.[27] Yao, H., Huang, H., Cong, L., & Liang, Q. (2012, June). MVA: an interactive assistant communication scheme in blind area of VANET. In 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems (pp. 929-934). IEEE.[28] Yao, H., Zhao, Z., Huang, H., & Cong, L. (2012, September). A novel data transfer scheme of Smart Grid and DTN. In 2012 IEEE 6th International Symposium on Embedded Multicore SoCs (pp. 135-138). IEEE.Authorized China Patents[1] H. Jin, X. Liao, H. Yao, Y. Jia, W. Liu, S. Liu, S. Yang and D. Zeng, “Peer-to-Peer Network Organizing Method in Game Middleware base on Delay Aggregation,” Huazhong University of Science and Technology, August 2008: CN 200710168683/ 101252490.[2] H. Jin, X. Liao, Q. Huang, H. Yao, Z. Chen, Y. Zhang, S. Liu and L. Zhu, “Universal Resource Management Method under Confusion Type Peer-to-Peer Network Environment,” Huazhong University of Science and Technology, May 2008: CN 200710168722/ 101184016. [3] H. Jin, X. Liao, H. Yao, D. Zeng, W. Liu, S. Yang, Y. Yue and Y. Jia, “Game Platform System based on Peer-to-Peer Covered Network,” Huazhong University of Science and Technology, December 2007: CN 200710052729 / 101094245.

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