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赵亮:计算机科学与技术 副教授


2019年01月23日 19:50 admin 点击:[]

欢迎各位对我的方向感兴趣的同学(潜在研究生、以及想做大创或论文的本科生)联系我,对研究生提供各类论文、专利奖奖励和差旅资助。


电子邮件:====Email: A@B, A=lzhao, B=sau.edu.cn====

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手机号(微信同):155-6605-4085

研究方向:自动驾驶互联技术、软件定义车辆网络、无线网络、天地一体网络、智能交通等。


赵亮简介:

赵亮,博士,副教授,硕士生导师。辽宁省科技专家库专家,沈阳市中青年科技创新人才2011年毕业于英国爱丁堡龙比亚大学。2014年来沈阳航空航天大学就职,现任网络工程系系主任。曾就职于日立(中国)研究开发有限公司,任副主任研究员,多年以来一直从事车载网络、无人机组网、自动驾驶、智能交通相关工作。Google Scholar引用300+H因子11发表国际会议论文和学术期刊论文70余篇,其中SCI论文25篇、CCF推荐会议和期刊论文18篇(含2CCF-A4CCF-B、约12CCF-C),部分成果发表在领域内的顶级刊物和国际会议上,包括IEEE ITS MAGAZINEIEEE Trans.TMCIEEE Trans. TPDS IEEE COMMUNICATIONS STANDARDS MAGEZINEComputer NetworkJournal of Systems and SoftwareIEEE ICC等,并发表英文专著3部。第一作者《Vehicular Communications: Standardization and Open Issues》入选IEEE COMMUNICATIONS STANDARDS MAGAZINE热点论文TOP 25 MOST POPULAR20192月排名第5位、20193月排名第4位、20194月排名第4位、20195月排名第8名、6月第9名等、7月第5名、8月第15名,9月第12位,10月第28位)。申请发明专利和实用新型专利30余项,已授权5项。

目前,赵亮同时承担国家自然科学基金青年基金项目1项(61701322)、辽宁省自然基金重点项目120170540700)、辽宁省教育厅一般项目2项等项目。获得国际会议最佳论文奖3次,国际会议突出贡献服务奖4次,并受邀在IEEE HPCC 2018进行主题演讲(KEYNOTE SPEAKER)。担任多个国际会议及WORKSHOP的程序主席,主席,技术委员等职务,包括IEEE VTC SPRING 2020IEEE IUCC 2019(程序主席)、IEEE ICC 2019&2020IEEE GLOBECOM 2019IEEE ICONIP 2017IEEE IPDPS 2010IEEE SCALCOM 2019IEEE CIT 2010;并担任国际知名刊物的特约编辑Guest Editor, 包括ComputingSpringer, Internet Technology LettersWiley)等杂志。长期担任多个知名期刊的审稿人,如IEEE NETWORKIEEE TCOMMIEEE TITSIEEE CIMACM COMPUTING SURVEYIEEE TETCIIEEE IOT JOURNALTSUSCTGCNTNSE等。

此外,学术兼职方面,担任国家及相关部委的标准化专家;其中,担任国家自然科学基金评审专家;作为中华人民共和国邮政行业标准,YZ/T 0157-2016《快递车辆基础数据元》(2016.12发布)标准编委会外聘编委、中国智能交通产业联盟-合作式智能交通工作组成员(C-ITS)成员、中国5G标准组IMT-2020 (5G) V2X标准组专家、边缘计算产业联盟成员。同时担任ICONIP 2017CCF-C类国际会议)分会场主席IEEE IoT-Smart-2015 执行主席,担任IEEE HPCC-NGDN 2018 CCF-C类国际会议)workshop主席、IEEE Scalcom 2019 Poster and Demonstration Chair(主会程序主席),担任辽宁省航空宇航学会计算机专业委员会总干事;沈阳航空航天大学学报英文校对专家,担任CCF-YOCSEF 沈阳AC委员(2017至今)、学术秘书(主席团成员,2019-2020)、CCF会员、IEEE会员、IEEE计算机协会会员、IEEE通信协会绿色通信与计算技术委员会成员(the Technical Committee on Green Communications and Computing (TCGCC))、IEEE通信协会大数据技术委员会成员(BIG DATA)以及IEEE通信协会卫星与空间通信技术委员会成员Satellite and Space Communications (SSC) IEEE EDUCATION SOCIETY教育委员会成员2020年起,担任辽宁互联网协会智慧教育工作委员会副主任。

指导本科生国家级大学生创新创业项目3项,申请发明专利7项,获国家级、省部级奖项如全国电子商务三创赛等10余项;指导的本科生和研究生有良好的就业和升学出口,如百度、苏宁就业,获升入东北大学、电子科技大学、兰州大学等学校就读研究生,硕士升入南京航空航天大学、东北大学读博等。

代表性的国际学术编委工作

期刊编委:

[1] Special Issue on Intelligence-Empowered Collaboration among Space, Air, Ground, and Sea Mobile Networks towards B5G, IEEE Transactions on Network Science and Engineering, Submission Deadline: August 1, 2020. https://www.comsoc.org/publications/journals/ieee-tnse/cfp

[2] Special Issue on ‘Intelligence-driven Mobile Networks for Smart Cities’, Journal of Computing, Springer, Submission Deadline: February 15, 2020, https://www.springer.com/computer/journal/607/PSE?detailsPage=societies

[3] Special Issue on ‘Content-Driven and Cache-Aware Networking in Smart Cities’, Internet Technology Letters, Wiley, Submission Deadline: Jan 31, 2020, https://onlinelibrary.wiley.com/page/journal/24761508/homepage/special_issues.htm

[4] IEEECIM-SI-IOT2019, (invited to serve as a program committee of IEEE Computational Intelligence Magazine Special Issue on Computational Intelligence for Internet of Things in the Big Data Era)


国际会议:

[5] SESSION CHAIR, IEEE HPCC 2019, ZHANGJIAJIE, CHINA. (CCF-C)

[6] TPC, Track: Transportation, Vehicular Electronics and Telematics, IEEE VTC2020-Spring, ANTWERP, BELGIUM.

[7] 大会程序主席,Program Chair, 2019 IEEE International Conference on Ubiquitous Computing and Communications, 21-23 Oct 2019, Shenyang, China

[8] Program Committee of Track 1: Internet of Things (IoT) and Smart Sensing of IEEE iSCI 2020

[9] The 9th International Workshop on Performance Modelling, Evaluation, and Optimization of Ubiquitous Computing and Networked Systems (PMEO-UCNS'2010) which was held in conjunction with IPDPS 2010, Atlanta, USA. Session Chair

[10] The 10th IEEE International Conference on Computer and Information Technology (CIT-10), Bradford, UK, 29 June - 1 July, 2010 Session Chair

[11] Program Chairs, 2015 International Workshop on Internet of Things and Smart Spaces (IoT-Smart-2015): Applications, Challenges and Future Trends in conjunction with The 14th IEEE International Conference on Ubiquitous Computing and Communications IUCC 2015) Session Chair

[12] 2017 ICONIP special session general chair

[13] IEEE HPCC-NGDN workshop general chair (co-founder, since 2018)

[14] 2019 IEEE Scalcom Program Chair (Poster and Demo Session)

[15] 2019 IEEE ICC Session Chair (MWN-1 (UAV, Drone, Vehicle Communications 1)), and Member of Technical Program Committee (CCF-C会议)

[16] Member of Technical Program Committee, 2019 CollaborateCom, Program Committee

[17] Co-Chair, the 1st International Workshop on AI-driven Network, IEEE IUCC-2019, 2019

[18] Co-Chair, The 2nd Workshop on Information Management in Human-Centric Systems, IEEE IUCC-2019, 2019

[19] Organizing Committee, The 2019 International Conference on Artificial Intelligence Technologies and Applications (ICAITA 2019), July 5-7, 2019 in Qingdao, China.

[20] Member of Technical Program Committee, IEEE Globecom 2019 Workshop - ICSTO

[21] Member of Technical Program Committee, IEEE TALE 2019

[22] Session Chair, IEEE HPCC 2019. (CCF-C)

[23] PC member of 2019 IEEE ISPA


指导学生

[1]指导学生申请发明专利6项;

[2]全国大学生电子商务创新、创业及创业辽宁赛区特等奖

[3]辽宁省互联网+”大学生创新创业大赛铜奖

[4]全国高校互联网应用创新大赛云计算应用创新大赛全国赛优胜奖。


代表性学术获奖

[1] ACM MOMM2013 BEST PAPER AWARD 国际会议最佳论文奖 1/206

[2] IEEE IUCC 2015 BEST PAPER AWARD 国际会议最佳论文奖(1/190

[3] IEEE HPCC-2018 Outstanding Service Award (国际会议突出贡献服务奖), Workshop Chair

[4] IEEE IUCC-2019 Outstanding Service Award (国际会议突出贡献服务奖), Workshop Chair

[5] IEEE IUCC-2019 Outstanding Service Award (国际会议突出贡献服务奖), Program Chair 程序主席


Invited speaker

IEEE HPCC 2018, Workshop Keynote Speaker. Topic: “Vehicular Communications: Standardization and Open Issues”



科研项目列表

(1) 面向路由可靠性和区分服务的VANET普适性路由算法研究,国家自然科学基金青年基金,23万,2018-01-01--2020-12-31,主持。(在研)

(2) 基于交通数据融合的车辆自组织网络可靠路由算法,辽宁省自然科学基金重点项目,10万,2017-01-01--2019-12-31,主持。(在研)

(3) 智能化无人机辅助软件定义车辆网络技术研究,沈阳市中青年科技创新人才支持计划,2019-2022,主持。(在研)

(4) 智能化软件定义车辆网络路由控制相关技术研究”, 辽宁省教育厅系列项目一般项目,3万,2019-07-01--2021-7-31,主持。(在研)

(5) 基于机器学习的车辆自组织网络路由算法研究,辽宁省教育厅系列项目一般项目,2万,2017-01-01--2019-6-30,主持。(已结题)

(6) 基于车辆通信的无线网状网络路由技术研究,校博士启动基金,3万,2015-05-01--2018-04-30,主持。(已结题)

(7) 沈阳市中青年科技创新人才项目,10万,主持。(在研)

(8) 基于客车货物捎载的沈阳城乡快速 物流配送体系现状调研和原型系统,沈阳市科协国家思想库,0万,2017-04-30--2017-11-01,主持。(已结题)

(9) 无人系统G-FANET网络通信与安全关键技术研究,辽宁省教育厅系列项目,10万,2017-11-06--2019-12-31,参与(3/11)。(在研)

(10) 丘陵山地地形下的无人机自主航路规划研究,辽宁省自然科学基金,5万,2015-07-01--2017-06-01,参与(3/8)。(已结题)

(11) 煤矿用智能快速隔离密封系统控制技术研究, 煤科集团沈阳研究院有限公司, 5万,2018-2019 主持.

(12) 沈阳市高层次人才参加国际性学术会议(技术交流)2018第一期资助, 2万,2018.

(13) 沈阳市高层次人才参加国际性学术会议(技术交流)2018第二期资助, 2万,2018.

(14) 沈阳市高层次人才参加国际性学术会议(技术交流)2019第一期资助, 2万,2019.

(15) 研发重点车辆驾驶人多功能心理测评系统,辽宁省公安厅(横向),24.9万,2015-06-29--2015-12-29,主持。(已结题)

(16) 群聚避碰策略对多UAV不安全通信范围影响研究, 航空基金,12万,2019-05-21--2020-09-30,参与。(3/3

(17) 水下智能驾驶技术, 辽宁省教育厅,10万,2019-03-28--2020-12-31,参与。(2/2

(18) 沈阳市高层次人才参加国际性学术会议(技术交流)2019第二期资助, 2万,2019.

(19) 中外本科生混合授课的教学改革, 沈阳航空航天大学本科教改项目,主持,2017-2018

(20) 从研究室层面培养具有科研竞争力的计算机科学与技术研究生的研究与实践,沈阳航空航天大学研究生教改项目,主持,2019-2020


代表性论文

期刊:

[1] L. Zhao, G. Han, Z. Li, L. Shu, Intelligent Digital Twin-based Software-Defined Vehicular Networks, IEEE Network, 2020, in press. (中科院1区)

[2] L.Zhao, A. Al-Dubai, A. Y. Zomaya, G. Min, A. Hawbani, and J. Li, “Routing Schemes in Software-defined Vehicular Networks: Design, Open Issues and Challenges”, IEEE Intelligent Transportation Systems Magazine (ITSM), 2019. SCIJCR Q1,IEEE智能交通专委会顶刊)

[3] J. Wu, L. Zou, L. Zhao, A. Al-Dubai, L. Mackenzie, G. Min, “A Multi-UAV Clustering Strategy for Reducing Insecure Communication Range,” Computer Networks, vol.158, pp. 132-142, 2019. (SCI, JCR Q1, 中国计算机学会推荐CCF-B, 通讯作者)

[4] Liang Zhao ; Xianwei Li ; Bo Gu ; Zhenyu Zhou ; Shahid Mumtaz ; Valerio Frascolla ; Haris Gacanin ; Muhammad Ikram Ashraf ; Jonathan Rodriguez ; Mingfei Yang ; Saba Al-Rubaye, “Vehicular Communications: Standardization and Open Issues,” IEEE Communications Standards Magazine, 2018. IEEE COMM. SOCIETY顶级杂志,连续入选IEEE CSM杂志热点论文Most Popular,辽宁省自然科学学术成果奖

[5] A.Al-Dubai, L.Zhao, A.Zomaya, G.Min, QoS-Aware Inter-Domain Multicast for Scalable Wireless Community Networks, IEEE Transactions on Parallel and Distributed Systems, 2015, 3136-3148.SCI, 中国计算机学会推荐CCF-A,计算机顶刊)

[6] A. Hawbani, E. Torbosh, X. Wang, P. Sincak, L. Zhao, and A. Al-Dubai, “Fuzzy based Distributed Protocol for Vehicle to Vehicle Communication,” IEEE Transactions on Fuzzy Systems, 2019. (SCI,中科院1区,CCF-B,通讯作者,影响因子计算机领域第十)

[7] L.Zhao, A.Al-Dubai, X.Li, G.Chen, G.Min, A New Efficient Cross-layer Relay Node Selection Model for Wireless Community Mesh Networks, Computers & Electrical Engineering, 2017. (SCI)

[8] Jiehong Wu, Chengxin Song, Chunlong Fan, Ammar Hawbani, Liang Zhao, and Xichun Sun, “DENPSO: A Distance Evolution Nonlinear PSO Algorithm for Energy-Efficient Path Planning in 3D UASNs”, IEEE ACCESS, 2019. (SCI, JCR Q1,通讯作者)

[9] J. Wu, J. Ma, Y. Rou, L. Zhao and R. Ahmad, "An Energy-Aware Transmission Target Selection Mechanism for UAV Networking," in IEEE Access, 2019. doi: 10.1109/ACCESS.2019.2918329 (SCI, JCR Q1,通讯作者)

[10] Ping Liu, Xingfu Wang, Ammar Hawbani, Omar Busaileh, Liang Zhao, Ahmed Al-Dubai, “FRCA: A Novel Flexible Routing Computing Approach for Wireless Sensor Networks”, IEEE Transactions on Mobile Computing, 2019. SCI, 中国计算机学会推荐CCF-A,计算机顶刊)

[11] Changqing Gong, Mengfei Li, Liang Zhao, Zhenzhou Guo, and Guangjie Han, “Homomorphic Evaluation of the Integer Arithmetic Operations for Mobile Edge Computing,” Wireless Communications and Mobile Computing, vol. 2018, Article ID 8142102, 13 pages, 2018. SCI, 中国计算机学会推荐CCF-C, JCR Q3,通讯作者)

[12] Changqing Gong, Delong Yu, Liang Zhao, Xiguang Li and Xianwei Li, “An Intelligent Trust Model for Hybrid DDoS Detection in Software Defined Networks,” Concurrency and Computation: Practice and Experience, 2019. SCI,中国计算机学会推荐CCF-CJCR Q3, 通讯作者)

[13] Rui Zhu, Tiantian Yu, Zhiyuan Tan, Wei Du, Liang Zhao, Jiajia Li, Xiufeng Xia, “PTAOD: A Novel Framework For Supporting Approximate Outlier Detection over Streaming Data for Edge Computing,” IEEE ACCESS, in press. (SCI, 中科院2区,通讯作者)

[14] Rui Zhu, Xialing Ji, Danyang Yu, Zhiyuan Tan, Liang Zhao, Jiajia Li, Xiufeng Xia, “KNN-Based Approximate Outlier Detection Algorithm Over IoT Streaming Data,” IEEE ACCESS, in press. (SCI, 中科院2区,通讯作者)

[15] J. Wang, J. Shan, Y. Li, J. Bao, C. Zong, L. Zhao, “Large-Scale Text Classification Using Scope-Based Convolutional Neural Network: A Deep Learning Approach,” IEEE ACCESS, 2019. 10.1109/ACCESS.2019.295592 (SCI,中科院2)

[16] Na Lin, Jiacheng Tang, Xianwei Li, and Liang Zhao, “A Novel Improved Bat Algorithm in UAV Path Planning,” Computers, Materials & Continua, 2019. SCI, JCR Q2,通讯作者)

[17] Li X, Zhao L, Chen G, et al. Performance and power consumption tradeoff in multimedia cloud. Multimedia Tools and Applications, 2018(6):1-16. SCI, JCR Q3

[18] X. Li, L. Zhao, Z. Zhou, et al. Duopoly Price Competition in Wireless Sensor Network-Based Service Provision, Sensors, 2018. SCI, JCR Q2

[19] J. Li, X. Xia, X. Liu, L. Zhao, B. Wang, “Travel Time Functions Prediction for Time-Dependent Networks,” Cognitive Computation (2019) 11: 145. SCI, JCR Q1

[20] L.Zhao, C.Gong, X.Li, C.Chen, A summary of multicast routing algorithms in wireless mesh networks, International Journal of Multimedia and Ubiquitous Engineering, 2015, 106):387-394. EI期刊)

[21] L. Zhao, A. Al-Dubai, and G. Min, “An Efficient Neighbourhood Load Routing Metric for Wireless Mesh Networks,” Journal of Simulation Modelling Practice and Theory, 2011. (SCI, JCR Q1)

[22] L. Zhao, A. Al-Dubai, and G. Min, “GLBM: A New QoS Aware Multicast Scheme for Wireless Mesh Networks,” Performance Evaluation and Optimization of Ubiquitous Computing and Networked Systems, Journal of Systems and Software, vol. 83, iss. 8, pp. 1318-1326, August 2010. (SCI, 影响因子:1.352,中国计算机学会推荐CCF-B, JCR Q1)

[23] Changqing Gong; Juan Du; Zhaoyang Dong; Zhenzhou Guo; Abdullah Gani; Liang Zhao; Han Qi, “Grover algorithm based quantum homomorphic encryption ciphertext retrieval scheme in quantum cloud computing,”Quantum Information Processing, in press, 2020 (SCI,中科院3)

[24] F. Hao, J. Zhang, Z. Duan, L. Zhao, L. Guo, D-S. Park, “Urban Area Function Zoning Based on User Relationships in Location-based Social Networks,” IEEE ACCESS, 2020 (SCI,中科院2)

[25] Xinjun Cai, Jiaxing Shang, Ziwei Jin, Feiyi Liu, Baohua Qiang, Wu Xie, Liang Zhao, “DBGE: Employee Turnover Prediction based on Dynamic Bipartite Graph Embedding,” IEEE ACCESS, 2020 (SCI,中科院2)

[26] L. Zhao and A. Al-Dubai, “Routing Metrics for Wireless Mesh Networks: a survey”, Recent Advances in Computer Science and Information Engineering, Lecture Notes in Electrical EngineeringLNEE, Vol. 127, pp. 311-316, Springer, 2012. (EI)

[27] Li X, Han S, Zhao L, et al. New Dandelion Algorithm Optimizes Extreme Learning Machine for Biomedical Classification Problems. Computational Intelligence & Neuroscience, 2017, 2017:1-13. (SCI, JCR Q2)

[28] C-L.Chen , M-S.Lu, J-W.Li, C.Gong, L.Zhao, A secure public transport multimedia on demand system for VANET, Journal of Internet Technology, 2015, 167):1177-1188.SCI, JCR Q2

[29] 拱长青(#); 林娜; 李席广; 高利军; 刘芳; 赵亮; 庄威,沈航网络工程专业实验室的建设与管理,” 沈阳航空航天大学学报, 2017: 154-157

[30] 李照奎(#); 吴杰宏; 王岩; 赵亮; 范纯龙; 刘芳,工程教育专业认证背景下数据结构课程改革探索与分析,计算机教育, 2019: 110-113

[31] 赵亮(#); 董燕举; 李照奎; 拱长青; 张翼飞,中外本科生混合授课的教学实践与改革,计算机教育, 2018: 81-84.

[32] 郭振州、拱长青、赵亮,基于改进灰狼算法的RBF神经网络研究 微电子学与计算机,2017.

[33] 唐小淳、吴印龙、赵亮,全球共同配送的发展与中国发展展望, 《公路交通科技(应用技术版)》,2013.

[34] 郭振州、刘然、拱长青、赵亮,基于灰狼算法的改进研究,计算机应用,2017.


国际会议

[35] L. Zhao, A. Saldin, J. Hu, L. Fu, J. Shi, Y. Guan, “A Novel Simulated Annealing based Routing Algorithm in F-SDNs,” 2020 IEEE Infocom Wrshp, Canada.

[36] Changqing Gong, Tongyao Shi, Ming Mu, Liang Zhao, Abdullah Gani and Han QiAn Improved Quantum Genetic Algorithms and Application for DDoS Attack Detection 2019 IEEE ISPA, Xiamen, China. (中国计算机学会推荐CCF-C)

[37] Na Lin, Luwei Fu, Liang Zhao, Lu Liu and Geyong Min, A High-Performance Self-learning Antelopes Migration Algorithm (SAMA) for Global Optimization, 2019 IEEE ISPA, Xiamen, China. (中国计算机学会推荐CCF-C)

[38] Liang Zhao, Yufei Liu, Ahmed Al-Dubai, Zhiyuan Tan, Geyong Min, and Lexi Xu “A Learning-based Vehicle-Trajectory Generation Method for Vehicular Networking ”IEEE HPCC/DSS/Smartcity, 2019. (中国计算机学会推荐CCF-C)

[39] L. Zhao, W. Zhao, A. Al-Dubai, G. Min, “A Novel Adaptive Routing and Switching Scheme for Software-Defined Vehicular Networks,” 2019 IEEE International Conference on Communications (ICC), Shanghai, 2019. (中国计算机学会推荐CCF-C)

[40] L. Zhao, Z. Li, J. Li, A. Al-Dubai, G. Min, A. Zomaya, “A Temporal-information-based Adaptive Routing Algorithm for Software Defined Vehicular Networks,” 2019 IEEE International Conference on Communications (ICC), Shanghai, 2019. (中国计算机学会推荐CCF-C)

[41] Liang Zhao, Abdulkadir Ahmed, Xiaochun Tang, Na Lin, Cuiwei Liu, Jiajia Li, A Weather-assisted Driver Experiences based Path Selection Method, The 20th IEEE International Conference on High Performance Computing and Communications (HPCC-2018), Exeter, England, UK, 28-30 June 2018. (中国计算机学会推荐CCF-C)

[42] Na LinFeng Gao, Liang Zhao, Ahmed Al-Dubai, Zhiyuan Tan, “A 3D Smooth Random Walk Mobility Model for FANETs” IEEE HPCC/DSS/Smartcity, 2019. (中国计算机学会推荐CCF-C, 通讯作者)

[43] Chengcheng Wang, Xingjian Ma, Wenwen Jiang, Liang Zhao, Na Lin, Junling Shi, “IMCR: Influence Maximisation-based Cluster Routing Algorithm for SDVN” 2019 IEEE HPCC/DSS/Smartcity, 2019. (通讯作者,本科生指导教师, CCF-C)

[44] Weiguo Ding, Rui Xu, Banggui Xu, Changliang Xiao, Liang Zhao, “A Performance Comparison of Routing Protocols for Tramcars in Mining Industry,” 2019 IEEE iThings, USA, 2019.

[45] Liang Zhao ; Yanju Dong ; Zhaokui Li ; Na Lin ; Jiajia Li, How We Face Globalization of Chinese Education, 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE), Australia (IEEE教育顶会)

[46] Changqing Gong, Liang Zhao ; Na Lin ; Han Qi, Zhenzhou Guo, Xiguang Li, A Black Box Model of Academic Degree Knowledge System Based Computer Network Course Construction Scheme for Postgraduates Students, 2019 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE), Indonesia (IEEE教育顶会)

[47] L. Zhao, A. Al-Dubai, and I. Romdhani, “Novel QoS-Aware Gateway Centralized Multi-hop Routing for Wireless Mesh Networks,” in Proc. of 10th IEEE CIT, 2010.

[48] L. Zhao, A. Al-Dubai, and G. Min “Cross Layer Neighbourhood Load Routing for Wireless Mesh Networks,” in Proc. of 24th IEEE/ACM IPDPS, 2010. (EI, 中国计算机学会推荐CCF-B)

[49] L. Zhao and A. Al-Dubai, “A QoS Aware Multicast Scheme for Wireless Mesh Network,” in Proc. of 23rd IEEE/ACM IPDPS, 2009. (EI, 中国计算机学会推荐CCF-B)

[50] L. Zhao (Advisor: A. Al-Dubai), “Poster: QoS Aware Multicast Communication Algorithms,” TCPP PhD Forum Poster Presentations, abstract in Proc. of 23rd IEEE/ACM IPDPS, 2009. (EI, 中国计算机学会推荐CCF-B)

[51] L.Zhao, W.Wang, C.Tang, “Worldwide Development of Common Delivery and Its Localization Prospects in China,” The 14th Annual Meeting of China Association for Science and Technology, May, 2013. (中国科协年会)

[52] A. Al-Dubai, L. Zhao, “Multicast Multi-hop Routing for Wireless Mesh Community Networks,” the 11th International Conference on Advances in Mobile Computing & Multimedia (MoMM2013), Austria, 2013. (EI) (Best Paper Award,最佳论文奖)

[53] L.Zhao, A.Al-Dubai, X.Li and G.Chen, “A New Relay Node Selection Model for Wireless Community Mesh Networks”, Accepted by the 14th IEEE International Conference on Ubiquitous Computing and Communications (IUCC-2015), 2015, Liverpool UK. (EI) (Best Paper Award,最佳论文奖)

[54] L. Zhao, Y. Li, C. Meng, C. Gong and X. Tang, "A SVM based routing scheme in VANETs," 2016 16th International Symposium on Communications and Information Technologies (ISCIT), Qingdao, 2016, 380-383.

[55] L.ZhaoA.Al-Dubai, Routing metrics for wireless mesh networks: A survey, The 2nd World Congress on Computer Science and Information Engineering, CSIE 201, Changchun2011.6.17-2011.6.19 .

[56] Cuiwei Liu, Yaguang Lu, Xiangbin Shi, Zhaokui Li and Liang Zhao, Action Prediction using Unsupervised Semantic Reasoning, ICONIP 2017(中国计算机学会推荐CCF-C).

[57] Xinsong Cheng, Liang Zhao, Lin Na, Changqing Gong, Ruiqing Wang A Machine Learning based Engine Error Detection Method2017 EAI 5GWN, BEIJING CHINA.

[58] Na Lin, Siming Huang, Changqing Gong, Liang Zhao and Jiacheng Tang, UAV Path Planning Based on Adaptive Weighted Pigeon-inspired Optimization Algorithm, ICONIP 2017 (中国计算机学会推荐CCF-C).

[59] Mohammed A. A Al-qaness, Mohamed Abd Elaziz, Ammar Hawbani, Aaqif Afzaal Abbasi, Liang Zhao, Sunghwan Kim, “Real-time Traffic Congestion Analysis Based on Collected Tweets, ” 2019 IEEE IUCC/DSCI/SMARTCNS.

[60] Jiaming Zhang, Zhihong Yin, Liang Zhao, “Extending the Recognition Limit of Two-dimensional Bar Code, ” 2019 IEEE IUCC/DSCI/SMARTCNS. (本科生指导教师,第一作者本科生成功保研兰州大学)

[61] Lexi Xu, Xuefeng Chen, Liang Zhao, Xin Hu, Nan Jiang, Yuting Luan, Xinzhou Cheng , Jie Gao, “Telecom Big Data assisted BS Resource Analysis for LTE/5G Systems, ” 2019 IEEE IUCC/DSCI/SMARTCNS.

[62] Yuhui Han, Dengsheng Fu, Liang Zhao, Chen Cheng, Xinzhou Cheng, Lexi Xu, “Research on User Behavioral Intention Based on Telecommunication Data,” The 19th IEEE International Conference on Scalable Computing & Communications, 2019, UK.

[63] L. Zhao, A. Al-Dubai, X. Liu, “A new multicast algorithm for wireless mesh networks,” in Proc. of the 9th Annual Postgraduate Symposium, The Convergence of Telecommunications, Networking and Broadcasting, Liverpool John Moores University: EPSRC, 2008.

[64] Liangcai Fang, Chungui Ge, Guolin Zu, Xinkun Wang, Weiguo Ding, Changliang Xiao, Liang Zhao, “A Mobile Edge Computing Architecture for Safety in Mining Industry,” The 19th IEEE International Conference on Scalable Computing & Communications, 2019, UK.

[65] Lexi Xu, Xueqing Zhao, Yanli Yu, Yuting Luan, Liang Zhao et al. “A Comprehensive Operation and Revenue Analysis Algorithm for LTE/5G Wireless System based on Telecom Operator Data,” The 19th IEEE International Conference on Scalable Computing & Communications, 2019, UK.

[66] Saeed Alsamhi, Liang Zhao, et al. “Tethered Balloon Technology for Green Communication in Smart Cities and Healthy Environment”, IEEE ICOICE 2019, Yemen.

[67] Kun Chao, Di Ge, Lexi Xu, Liang Zhao, Yuwei Jia, Xinzhou Cheng, “A Precise Pollution Prevention and Control Method based on Telecom Operator Data,” The 19th IEEE International Conference on Scalable Computing & Communications, 2019, UK.

[68] Gu, Fan; Li, Xianwei; Zhao, Liang; Zhang, Haiyang; Yang, Xiaoying, Optimal Pricing for Spectrum Allocation in Cognitive Radio Networks Source: MATEC Web of Conferences, v 232, November 19, 2018, 2018 2nd International Conference on Electronic Information Technology and Computer Engineering, EITCE 2018

[69] Gu, Fan; Li, Xianwei; Zhao, Liang; Zhang, Haiyang; Yang, Xiaoying Source: MATEC Web of Conferences, Optimal Pricing for Service Provisioning in the Secondary Spectrum Market, v 232, November 19, 2018, 2018 2nd International Conference on Electronic Information Technology and Computer Engineering, EITCE 2018

[70] Y. Hu, L. Zhao, X. Zhou, “A Batch Acquisition of Model Data for Aircraft Heat and Surface Treatment,” 2019 IEEE IUCC/DSCI/SMARTCNS.

[71] Natasha Niaz, Rizwan Ahmad, Waqas Ahmed, Shahryar Saleem, Liang Zhao, “Semi-Static ON/OFF Switching Schemes for Energy Efficient Phantom Cellular Networks,” 2019 IEEE IUCC/DSCI/SMARTCNS.


专著

[1] Efficient Routing Algorithms for Wireless Mesh Networks, ISBN: 3639763688, Scholars' Press, 2015. (独著)

[2] Liang Zhao, Lexi Xu, Jiaxing Shang, “Big Data and Artificial Intelligence for Communications in Smart Mobility”, Towards Sustainable and Economic Smart Mobility: Shaping the Future of Smart Cities, World Scientific Publishing Europe Ltd, 2019, DOI: 10.1142/q0233, ISBN: 978-1-78634-785-5. (book chapter)

[3] Zhao L., Hawbani A. (2019) Opportunistic Routing in Underwater Sensor Networks. In: Shen X., Lin X., Zhang K. (eds) Encyclopedia of Wireless Networks. Springer, Cham. doi:10.1007/978-3-319-32903-1_303-1. (book chapter)


代表性发明专利

[1] 赵亮,拱长青,林娜,李照奎,A.阿杜,一种基于天气及司机驾驶经验的路径规划方法,2017. 2017100173945

[2] 赵亮;拱长青;林娜;李席广;张国庆,一种来电人信息提示系统及提示方法 – 201710315905 (已授权)

[3] 周驰,赵亮,一种基于DBSCAN算法的室内定位方法,2016 201611059276

[4] 赵亮,汪洋,一种单结果路径搜索输出多结果的方法及装置,2016. 2016100692872

[5] 程新松,赵亮,谷明微,一种基于机器学习方法的汽车发动机故障预警方法,2016. 201611049651)(已授权)

[6] 林娜,黄思铭,拱长青,李席广,赵亮,一种基于自适应权重鸽群算法的无人机航路规划方法,2016.11.10,中国,201610990382.6

[7] 赵亮,李玉杰,李照奎,拱长青,林娜,李席广,吴昊,一种车辆自组织网络混合型路由生成算法,,2017,201710281395

[8] 赵亮,赵伟莨,李照奎,拱长青,林娜,李席广,吴昊,一种基于多模态数据的路由度量的生成方法,201710307115

[9] 汪洋,徐瑞峰,赵亮,陈星,城际交通的路线规划的方法、装置及系统,201610069297(已授权)


代表性的杂志审稿工作:

[1] ACM Computing Survey

[2] IEEE ACCESS

[3] IEEE Sensors Letter

[4] IEEE Computational Intelligence Magazine

[5] IET Security

[6] Mobile Networks and Applications

[7] Physica A

[8] IEEE Transactions on Communications

[9] IEEE Transactions on Emerging Topics in Computational Intelligence

[10] IEEE Internet of Things Journal

[11] Wireless Networks

[12] Future Generation Computer Systems


标准化活动

[1] 中华人民共和国邮政行业标准,YZ/T 0157-2016《快递车辆基础数据元》,201612月。

[2] IMT-2020 (5G)标准组V2X WG,边缘计算组,2017年至今,参与C-V2X与边缘计算融合创新研究报告(白皮书)撰稿工作。

[3] 中国智能交通产业联盟,合作式智能交通工作组,2017年至今。

[4] 边缘计算产业联盟,会员单位。


以下列举本人指导的部分大创项目:

[1] 基于物联网和大数据技术的工业设备预警系统,国际级大创项目,负责人:程新松,2016-2017

[2] 巴士速递,省级大创项目,负责人:尤游,2017-2018

[3] 基于SDN支持车载网的影响力最大化的双簇头路由选择算法,国际级大创项目,负责人:王成成,2018-2019

[3] 基于SDN的多结果最优路径路由算法·,国际级大创项目,负责人:潘室泽,2019-2020


毕业生

硕士:

赵伟莨 (东北大学读博,辽宁省优秀研究生)

李玉杰 (北京华夏电通科技有限公司 研发)

阿杜 (索马里私有银行 ICT部门经理助理)

韩守飞 (南京航空航天大学 读博,辽宁省优秀硕士论文获得者)


本科生:

张国庆 (北京百度研发)

张闯(北京百度研发)

程新松 (南京苏宁总部)

周驰 (升学东北大学硕士研究生)

杨晓帅 (升学电子科技大学硕士研究生)

张家铭 (成功保研兰州大学)




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