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Email: lzhao at sau.edu.cn, at=@
赵亮,博士,教授,博导、硕导、计算机学院副院长 主持工作,CCF高级会员,CCF物联网专委会执委、CCF数字农业分会执行委员。入选斯坦福大学2022全球前2%顶尖科学家榜单、日本学术振兴会JSPS学者(JSPS Invitational Fellow)、沈阳航空航天大学 领军人才后备人选、沈阳市中青年科技创新人才,沈阳市拔尖人才。国自然函评专家、航空基金评审专家、英国QS世界大学排名评审专家。2014年来沈阳航空航天大学就职。曾就职于日立(中国)研究开发有限公司,任副主任研究员。2021年以来任印度Nirma University客座教授(Adjunct Professor)。主要研究方向包括:移动计算(车载、无人机、卫星的组网及边缘计算)、智能交通等。
学术成果:发表国际会议论文和学术期刊论文100余篇(一作39篇、非一作通讯作者41篇),中科院1区28篇(26篇为一作/通讯)、2区29篇、12篇CCF-A、22篇CCF-B,IEEE汇刊期刊杂志论文56篇,ESI热点论文2篇、高被引论文4篇,部分成果发表在领域内的顶级刊物和国际会议上,包括IEEE TPDS、IEEE TMC、IEEE TON、IEEE TWC、IEEE IOTJ、IEEE TII、IEEE Transactions on Fuzzy Systems、 IEEE NETWORK、IEEE IPDPS, IEEE ICC等,并发表英文专著3部。申请发明专利和实用新型专利30余项,授权10余项。获2022中国国际大数据产业博览会领先科技成果优秀项目奖(排名第一)、辽宁省研究生教育成果二等奖(排名第一)、2019数博会优秀项目奖、2021中国航空学会科学技术三等奖、产业化转型获中国通信企业协会ICT中国(2021)“技术创新应用”案例奖、中国通信企业协会ICT中国(2022)案例 二等奖、辽宁省自然科学学术成果奖三等奖、辽宁省计算机学会2022年学术年会优秀论文奖 一等奖。赵亮主持国家自然科学基金青年基金项目、辽宁省自然基金重点项目、2023年度日本学术振兴会JSPS外籍聘用研究员项目(访问学者项目)、辽宁省自然基金项目、辽宁省教育厅一般项目等10余项项目。获得IEEE TrustCom、IEEE EUC、ACM MoMM等国际会议最佳论文奖/杰出论文奖5次、获IEEE杰出领导奖3次、IEEE突出贡献服务奖6次,并受邀在2022 International Forum on Aerospace and Aeronautics (Keynote)、 IEEE HPCC 2018、开放数据中心峰会 2020(Keynote)、EAI MONANI 2020、MLIS 2021、IEEE MTT-S International Wireless Symposium (IEEE IWS 2022)国内外大型学术会议等做主题演讲(Invited Talk)。
学术兼职:担任多个国际会议及WORKSHOP的主席等职务,包括IEEE BigDataSE监委会共同主席(Steering Co-Chair)、第二十届IEEE CIT 2021 (大会主席)、第二十届TrustCom 2021(CCF-C、程序主席)、第十九届IEEE IUCC 2020(大会主席)、第十八届IEEE IUCC 2019(程序主席)、2021 第一届CCF东北论坛大会论坛主席、IEEE SocialCom 2020 (Publication Chair)、中国计算机青年精英大会志愿者委员会主席、中国计算机青年精英大会 CCF YEF 2020-泛在智能环境下的移动计算技术论坛(执行主席、同时在线人数超12.7万人)、IEEE ICC 2019&2020、IEEE GLOBECOM 2019、IEEE ICONIP 2017、IEEE IPDPS 2010、IEEE SCALCOM 2019、IEEE CIT 2010;并担任Frontiers in Communications and Networking副编辑(Associate Editor)、Journal of Circuits Systems and Computers副编辑(Associate Editor)、Computing Open Journal编辑、Computer Science (Springer Nature, Associate Editor),担任国际知名刊物的客座编辑Guest Editor, 包括IEEE Transactions on Network Science and Engineering、IEEE Special Issue on Metaverse and the Future of Education、Computing(Springer)、WCMC、Soft Computing、Digital Communications and Networks、Internet Technology Letters(Wiley)等杂志。长期担任多个知名期刊的审稿人,如IEEE NETWORK、IEEE TWC、IEEE TII、IEEE TCOMM、IEEE TITS、IEEE CIM、ACM COMPUTING SURVEY、IEEE TETCI、IEEE IOT JOURNAL、IEEE TSUSC、IEEE TGCN、IEEE TNSE、CHINA COMMUNICATIONS等。
社会贡献:担任国家及相关部委的标准化专家;其中,担任IEEE国际标委会INGR SATELLITE WG推进组成员, 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、路径计算单元集中控制设备技术2016-1920T-YD和电信数据服务平台 第11部分 2021-0208T-YD等2个行业标准专家、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。他是CCF-YOCSEF 沈阳主席(2021-2022)、CCF YOCSEF优秀AC委员、CCF高级会员、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 TCGCC SIG on Green Internet of Vehicles Founding Member (创始成员)、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 Communications Society Tech. Committee on Computer Communications成员、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。
教学情况:获辽宁省优秀硕士学位论文指导教师,获2020年校优秀硕士研究生指导教师,指导研究生获得省优秀硕士、国奖;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,指导学生获国家级、省部级奖项如全国电子商务三创赛、中国研究生数学建模竞赛等20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,或升入东北大学、复旦大学、电子科技大学、兰州大学等学校就读研究生,硕士升入电子科技大学、南京航空航天大学、东北大学读博等。
部分代表性获奖
[1] 2022中国国际大数据产业博览会领先科技成果优秀项目奖,泛在数据驱动的多模态智慧交通创新应用,1/20;
[2] 产业化转型获中国通信企业协会ICT中国(2021)“技术创新应用”案例奖 二等奖,1/15;
[3] 2022年辽宁省研究生教学成果奖(二等奖),基于内外双循环的优秀研究生团队培养方法与实践,2021.12. 1/10;
[4] IEEE ISPA 2020国际会议优秀论文奖(CCF-C类国际会议),IEEE Outstanding Paper Award ;
[5] 中国通信企业协会ICT中国(2022)案例 二等奖(排名第二),基于多维可控的智能交通网联化管控运维创新技术与应用;
[6] BEST PAPER AWARD 国际会议最佳论文奖,The 20th IEEE International Conference on Embedded and Ubiquitous Computing (IEEE EUC 2022);
[7] BEST PAPER AWARD 国际会议最佳论文奖,IEEE IUCC 2015,排名第一;
[8] 2022 IEEE Connect the World from the Skies 国际大赛 CST青年学者认同奖(入围世界前十),Metaverse-inspired Cybertwin-based Space-Air-Ground Integrated Networks,沙特阿拉伯,利雅得,2022.
[9] 辽宁省计算机学会2022年学术年会优秀论文奖 一等奖
[10] 2019中国国际大数据产业博览会(数博会),2019领先科技成果-“优秀项目”城际联运规划引擎;排名第二;
[11] 2021中国航空学会科学技术三等奖,协同无人系统安全通信技术,4/10;
[12] 2022数字技术产业应用高峰论坛,“数字技术产业中国”案例奖,排名第一;
[13] “ 5G大数据行业智能服务创新应用试点示范”入选成功入选工信部2022年大数据产业发展试点示范,作为合作单位;
[14] 沈阳航空航天大学优秀科技工作者 2019;
[15] 沈阳航空航天大学优秀青年教师 2019;
[16] 辽宁省自然科学学术成果奖三等奖,2019,排名第一;
[17] 沈阳市自然科学学术成果奖三等奖,2018
[18] BEST PAPER AWARD 国际会议最佳论文奖,ACM MOMM2013 (1/206);
[19] IEEE Outstanding Service Award (国际会议突出贡献服务奖), IEEE HPCC-2018;
[20] 2021 沈阳航空航天大学研究生教学成果奖一等奖,2021.12. 排名第一;
[21] IEEE Outstanding Leadership Award (国际会议突出领导奖), Program Chair 程序主席,IEEE IUCC-2019;
[22] 2022年辽宁省普通高等教育(本科)教学成果奖,“立德树人、价值塑造、产教融合、开放共享—数智时代信息类人才培养创新实践”,7/13
[23] 2020年辽宁省普通高等教育(本科)教学成果奖,“智慧引领,校企协同”-计算机类专业应用型人才培养模式的研究与实践,10/10.
Keynote and Invited speaker
[1] IEEE MTT-S International Wireless Symposium (IEEE IWS 2022), Invited Talk, 13 August 2022.
[2] IEEE HPCC 2018, Workshop Keynote Speaker. Topic: “Vehicular Communications: Standardization and Open Issues”,英国
[3] University of Malaysia Sabah, Mobile Networking Beyond 5G, 2020/06/07, online Webex.
[4] 开放数据中心峰会,题目:数据驱动的车载空载组网技术演进,invited talk, 2020年9月16日,北京
[5] 第十届EAI MONANI 国际会议,题目:Intelligence-Empowered Vehicular Networking, invited talk, Chiba Japan (Online), 2020年11月10日
[6] IEEE ISPA 2020, AISys-2020, Invited Speaker. 题目: “Mobile Multi-hop Networking and Computing for Beyond 5G”,英国
[7] The 3rd International Conference on Machine Learning and Intelligent Systems (MLIS 2021), Invited talk, 题目:Intelligence-Empowered Vehicular Networking and Computing, November 8th-11th, 2021, Xiamen, China/Online via MS TEAMS.
[8] CCF YOCSEF长沙-湖南智能网联汽车产业发展之路技术论坛,题目:下一代智能车辆组网与计算的一些思考,2022.1.16. 长沙
[9] CCF YOCSEF沈阳 "破五唯"背景下,学术型和专业型研究生的差异化培养路径与挑战?,题目:学硕与专硕:研究生毕业成果条件的一点思考,2022.10.22. 沈阳(线上)
[10] 元宇宙赋能创新驱动—CCF Yocsef 沈阳数字化技术产业应用论坛,题目:元宇宙与星辰大海,2022.11.24,沈阳(线上)
[11] 智能车载移动计算未来演进之初探,CCF YOCSEF桂林-传统车企如何面对自动驾驶带来的挑战与落地途径 深度技术论坛, 2022.11.19 柳州
[12] 学术道德与学术规范,辽宁省科协-辽宁省计算机学会公益大讲堂-科学道德和学风建设宣讲教育报告会,2022/12/1,沈阳(线上)
[13] 校企合作研发体系的一点思考,知识产权转化中的校企对接会第二期club,2023/4/8, 沈阳市大东区长峰中心
科研项目列表
(1) 2023年辽宁省应用基础研究计划,主持。
(2) “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, 2018-01-01--2020-12-31,主持。
(3) “GREEN: Intelligent Green Vehicular Edge Computing”,2023年度日本学术振兴会JSPS外籍聘用研究员项目(访问学者项目),2023年4月1日-2024年3月31日,主持。(本届全球信息类仅4项)
(4) 沈阳航空航天大学 “中青年拔尖人才支持计划”领军人才后备人选,2022年8月1日至 2025年7月31日,主持。
(5) “智能软件定义化无人机辅助车载网络技术研究”,辽宁省自然科学基金面上项目, 2020-05-01--2023-04-30,主持。
(6) “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。
(7) “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, 2019-07-01--2021-7-31,主持。
(8) “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, 2017-01-01--2019-12-31,主持。
(9) “ 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, 2017-01-01--2019-6-30,主持。
(10) “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, 2015-05-01--2018-04-30,主持。
(11) “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, 2017-04-30--2017-11-01,主持。
(12) “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, 2017-11-06--2019-12-31,参与(3/11)。
(13) “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, 2015-07-01--2017-06-01,参与(3/8)。
(14) 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, 2018-2019, 主持.
(15) 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, 2018.
(16) 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, 2018.
(17) 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, 2019.
(18) “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),2015-06-29--2015-12-29,主持。(已结题)
(19) 群聚避碰策略对多UAV不安全通信范围影响研究, 航空基金, 2019-05-21--2020-09-30,参与。(3/3)
(20) 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)
(21) 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, 2019.
(22) 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
(23) 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
代表性期刊论文
[1] Liang Zhao, Zhenguo Bi, Ammar Hawbani, Keping Yu, Yan Zhang, Mohsen Guizani, “ELITE: An Intelligent Digital Twin-based Hierarchical Routing Scheme for Softwarized Vehicular Networks,” IEEE Transactions on Mobile Computing, 2022, DOI: 10.1109/TMC.2022.3179254. (CCF-A)
[2] Liang Zhao, Chengcheng Wang, Kanglian Zhao, Daniele Tarchi, Shaohua Wan, and Neeraj Kumar, “INTERLINK: A Digital Twin-Assisted Storage Strategy for Satellite-Terrestrial Networks,” IEEE Transactions on Aerospace and Electronic Systems, 2022, DOI: 10.1109/TAES.2022.3169130. (中科院1区, ESI高被引论文)
[3] Liang Zhao, Hongmei Chai, Yuan Han, Keping Yu, Shahid Mumtaz, "A Collaborative V2X Data Correction Method for Road Safety," IEEE Transactions on Reliability, 2022, DOI: 10.1109/TR.2022.3159664. (中科院1区, ESI热点论文)
[4] Liang Zhao, Zhuhui Li, Ahmed Al-Dubai, Geyong Min, Jiajia Li, Ammar Hawbani and Albert Y. Zomaya, “A Novel Prediction-Based Temporal Graph Routing Algorithm for Software-Defined Vehicular Networks” IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2021, DOI: 10.1109/TITS.2021.3123276. (中科院1区,CCF-B)
[5] Liang Zhao, Tong Zheng, Mingwei Lin, Ammar Hawbani, Jiaxing Shang, Chunlong Fan “SPIDER: A Social Computing Inspired Predictive Routing Scheme for Softwarized Vehicular Networks,” IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2021, DOI: 10.1109/TITS.2021.3122438. (中科院1区,CCF-B)
[6] Junling Shi, Peiyu Cong, Liang Zhao, Xingwei Wang, Shaohua Wan, Mohsen Guizani, “A Two-Stage Strategy for UAV-enabled Wireless Power Transfer in Unknown Environments,” IEEE Transactions on Mobile Computing, 2022, DOI: 10.1109/TMC.2023.3240763. (CCF-A,通讯作者)
[7] Na Lin, Yanbo Fan, Liang Zhao, Xiaoming Li, Mohsen Guizani,“GREEN: A Global Energy Efficiency Maximization Strategy for Multi-UAV Enabled Communication Systems,” IEEE Transactions on Mobile Computing, 2022, DOI: 10.1109/TMC.2022.3207791. (CCF-A,通讯作者)
[8] F. Liu, L. Zhao, J. Zhao, Q. Dai, C. Fan, J. Shen, “Educational Process Mining for Discovering Students’ Problem-Solving Ability in Computer Programming Education,” IEEE Transactions on Learning Technologies, 2022, DOI: 10.1109/TLT.2022.3216276. (中科院2区, SSCI2区, 教改顶刊,通讯作者)
[9] Liang Zhao, Zhihong Yin, Keping Yu, Xiongyan Tang, Lexi Xu, Zhenzhou Guo, Pulkit Nehra,” A Fuzzy Logic Based Intelligent Multi-Attribute Routing Scheme for Two-layered SDVNs, ” IEEE Transactions on Network and Service Management, 2022, DOI: 10.1109/TNSM.2022.3202741. (中科院2区)
[10] Liang Zhao, Hongxuan Li, Na Lin, Mingwei Lin, Chunlong Fan, Junling Shi, “Intelligent Content Caching Strategy in Autonomous Driving Toward 6G,” IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2021, DOI: 10.1109/TITS.2021.3114199. (中科院1区,CCF-B)
[11] Liang Zhao, Weiliang Zhao, Ammar Hawbani, Ahmed Al-Dubai, Geyong Min, Albert Y. Zomaya, Changqing Gong, “Novel Online Sequential Learning-based Adaptive Routing for Edge Software-Defined Vehicular Networks,” IEEE Transactions on Wireless Communications, 2020, DOI:10.1109/TWC.2020.3046275. (中科院1区,CCF-B)
[12] L. Zhao, K. Yang, Z. Tan, et al. “A Novel Cost Optimization Strategy for SDN-enabled UAV-assisted Vehicular Computation Offloading,” IEEE Transactions on Intelligent Transportation Systems (T-ITS), DOI: 10.1109/TITS.2020.3024186, 2020. (ESI高被引论文,中科院1区,CCF-B)
[13] L. Zhao, G. Han, Z. Li, L. Shu, “Intelligent Digital Twin-based Software-Defined Vehicular Networks”, IEEE Network, 2020, DOI: 10.1109/MNET.011.1900587. (中科院1区, 入选杂志Most Popular Articles)
[14] 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), 2020. DOI:10.1109/MITS.2019.2953557.(中科院2区)
[15] L. Zhao, Y. Liu, A. Al-Dubai, A. Zomaya, G. Min, A. Hawbani, ”A Novel Generation Adversarial Network-based Vehicle Trajectory Prediction Method for Intelligent Vehicular Networks,” IEEE Internet of Things Journal, 2020, doi: 10.1109/JIOT.2020.3021141. (中科院1区)
[16] Liang Zhao, Kaiqi Yang, Zhiyuan Tan, Houbing Song, Ahmed Al-Dubai, Albert Y. Zomaya, Xianwei Li, “Vehicular Computation Offloading for Industrial Mobile Edge Computing,” IEEE Transactions on Industrial Informatics (TII), 2021, DOI: 10.1109/TII.2021.3059640. (中科院1区)
[17] Na Lin, Hailun Tang, Liang Zhao, Shaohua Wan, Ammar Hawbani, Mohsen Guizani, “A PDDQNLP Algorithm for Energy Efficient Computation Offloading in UAV-assisted MEC,” IEEE Transactions on Wireless Communications,2023, DOI: 10.1109/TWC.2023.3266497. (中科院1区, CCF-B)
[18] Chengcheng Wang, Liang Zhao, Chunlong Fan, Kangliang Zhao, Neeraj Kumar, Jiajia Li, Shaohua Wan, “Metaverse-inspired Cybertwin-based Space-Air-Ground Integrated Networks,” IEEE Network, 2023, DOI: (中科院1区,通讯作者)
[19] Hawbani, Ammar; Wang, Xingfu; Zhao, Liang; Al-Dubai, Ahmed ; Min, Geyong; Busaileh, Omar, “Novel Architecture and Heuristic Algorithms for Software Defined Wireless Sensor Networks”, IEEE/ACM Transactions on Networking, accepted, 2020, DOI: 10.1109/TNET.2020.3020984. (CCF-A,中科院2区,通讯作者)
[20] N. Lin, D. Zhao, L. Zhao, A.Hawbani, M. Guizani, N. Kumar, “ALPS: An Adaptive Link-state Perception Scheme for Software-Defined Vehicular Networks,” IEEE Transactions on Vehicular Technology, 2022, DOI: 10.1109/TVT.2022.3214660. (中科院2区,通讯作者)
[21] L. Zhao, Z. Bi, M. Lin, A. Hawbani, J. Shi, Y. Guan, “An Intelligent Fuzzy-based Routing Scheme for Software-Defined Vehicular Networks,” Computer Networks, DOI: 10.1016/j.comnet.2021.107837 (CCF-B)
[22] Liang Zhao, Muhammad B. Saif, Ammar Hawbani, Geyong Min, Peng Su, Chunlong Fan, “A Novel Improved Artificial Bee Colony and Blockchain-Based Secure Clustering Routing Scheme for FANET,” China Communications.
[23] Xingfu Wang, Wenkang Zhou, Ammar Hawbani, Ping Liu, Liang Zhao, Saeed Hamood Alsamhi,” A Dynamic Opportunistic Routing Protocol for Asynchronous Duty-Cycled WSNs” IEEE Transactions on Sustainable Computing, 2023.
[24] Y. Liu, W. Yu, Z. Ai, L. Zhao, Z. Tian, “A Blockchain-empowered Federated Learning in Healthcare-based Cyber Physical Systems,” IEEE Transactions on Network Science and Engineering, 2022. (中科院1区,通讯作者)
[25] S.Peng, L. Zhao, N. Kumar, Comments on “Efficient Public Verification of Data Integrity for Cloud Storage Systems from Indistinguishability Obfuscation”, IEEE Transactions on Information Forensics & Security, 2021, DOI: 10.1109/TIFS.2021.3102413. (CCF-A,中科院1区,通讯作者)
[26] L. Na, Y. Liu, L. Zhao, D. O. Wu and Y. Wang, "An Adaptive UAV Deployment Scheme for Emergency Networking," in IEEE Transactions on Wireless Communications, doi: 10.1109/TWC.2021.3111991. (CCF-B,中科院1区,通讯作者)
[27] Y. Cong, F. Hao, L. Wang, L. Zhao, G.Min, “A Socially-aware Dependent Tasks Offloading Strategy in Mobile Edge Computing, ” in IEEE Transactions on Sustainable Computing, 2023, DOI: 10.1109/TSUSC.2023.3240457. (中科院2区,通讯作者)
[28] N. Lin, L. Fu, L. Zhao, G. Min, A. Al-Dubai, H. Gacanin, “A Novel Multimodal Collaborative Drone-assisted VANET Networking Model,” IEEE Transactions on Wireless Communications, 2020, DOI: 10.1109/TWC.2020.2988363. (CCF-B,中科院1区,通讯作者)
[29] J. Shi, L. Zhao, et al. “A Novel Deep Q-Learning based Air-Assisted Vehicular Caching Scheme for Safe Autonomous Driving,” IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2020, doi: 10.1109/TITS.2020.3018720. (通讯作者,中科院1区,CCF-B)
[30] Y. Guan, L. Zhao, et al. “Softwarized Industrial Deterministic Networking based on Unmanned Aerial Vehicle,” IEEE Transactions on Industrial Informatics (TII), 2020, doi: 10.1109/TII.2020.3032606. (通讯作者,中科院1区)
[31] Liang Zhao, Xianwei Li, Bo Gu et al., “Vehicular Communications: Standardization and Open Issues,” IEEE Communications Standards Magazine, 2018, DOI: 10.1109/MCOMSTD.2018.1800027. (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)
[32] Junling Shi, Liang Zhao, Xingwei Wang, Mohsen Guizani, Haris Gačanin, Na Lin, “Flying Social Networks: Architecture, Challenges and Open Issues,” IEEE NETWORK, 2021, DOI: 10.1109/MNET.011.2000632. (中科院1区,通讯作者)
[33] Na Lin, Qi Zhao, Liang Zhao, Ammar Hawbani, Lu Liu, Geyong Min, “A Novel Cost-Effective Controller Placement Scheme for Software-Defined Vehicular Networks,” IEEE Internet of Things Journal (IOTJ), 2021, DOI: 10.1109/JIOT.2021.3069878. (中科院1区,通讯作者)
[34] S. Peng, L. Zhao, A. Al-Dubai, A. Y. Zomaya, J. Hu, G. Min, Q. Wang,” Secure Lightweight Stream Data Outsourcing for Internet of Things,” IEEE Internet of Things Journal, 2021, DOI: 10.1109/JIOT.2021.3050732(中科院1区,通讯作者)
[35] Ammar Hawbani, Xingfu Wang, Ahmed Dubai, Liang Zhao, Omar Busaileh, Ping Liu, and Mohammed A. A. Al-qaness, “A Novel Heuristic Data Routing for Urban Vehicular Ad-hoc Networks,” IEEE Internet of Things Journal, 2021, DOI: 10.1109/JIOT.2021.3055504(中科院1区,通讯作者)
[36] Luwei Fu, Zhiwei Zhao, Geyong Min, Wang Miao, Liang Zhao, and Wenjie Huang, “Energy-Efficient 3D Data Collection for Multi-UAV Assisted Mobile Crowdsensing,” IEEE Transactions on Computers, 2022. (CCF-A)
[37] Liang Zhao, Jia Hu, Ahmed Al-Dubai, Celimuge Wu, Qi Wang, Ammar Hawbani, “Intelligence-driven mobile networks for smart cities,” Computing, Editorial, 2020, DOI:10.1007/s00607-020-00885-8 (中科院3区)
[38] 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. DOI: 10.1109/TPDS.2014.2365190(CCF-A,计算机顶刊)
[39] L.Zhao, et al., “Introduction to the Special Section on Intelligence-Empowered Collaboration Among Space, Air, Ground, and Sea Mobile Networks Towards B5G,” IEEE Transactions on Network Science and Engineering, 2021, doi: 10.1109/TNSE.2021.3109386 (中科院1区)
[40] 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. DOI: 10.1109/TFUZZ.2019.2957254 (中科院1区,CCF-B,通讯作者,影响因子计算机领域第十)
[41] Zhenguo Bi, Guiying Meng, Ammar Hawbani, Sotirios K. Goudos, Shaohua Wan, Liang Zhao, TRUE: A Correlation Analysis Approach for Conducting Optimal Routing Metrics in VANETs, IEEE Networking Letters, 2022, DOI: 10.1109/LNET.2022.3225297. (通讯作者)
[42] 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)
[43] 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. DOI: 10.1016/j.comnet.2019.04.028 (CCF-B, 通讯作者)
[44] Fang Liu, Liang Zhao, Xiaochun Cheng, Qin Dai, Xiangbin Shi, Jianzhong Qiao, “Fine-Grained Action Recognition by Motion Saliency and Mid-Level Patches,”, Applied Sciences, accepted, 2020. (通讯作者)
[45] Na Lin, Yamei Wang, Enchao Zhang, Keping Yu, Liang Zhao, Mohsen Guizani,” Feedback delay-tolerant Proactive Caching Scheme Based on Federated Learning at the Wireless Edge,” IEEE Networking Letters, 2023, DOI: 10.1109/LNET.2023.3237261. (通讯作者)
[46] M.Qaisar, X. Wang, A. Hawbani, L. Zhao, et al, “SDORP: SDN based Opportunistic Routing for Asynchronous Wireless Sensor Networks,” IEEE Transactions on Mobile Computing, 2022. (CCF-A,中科院2区,计算机顶刊)
[47] 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. DOI: 10.1109/TMC.2019.2928805(CCF-A,中科院2区,计算机顶刊)
[48] Xianwei Li, Liang Zhao, et al., “A Cooperative Resource Allocation Model for IoT Applications in Mobile Edge Computing,” Computer Communications, 2021. ( 通讯作者)
[49] Omar Busaileh, Ammar Hawbani, Wang Xingfu, Ping Liu, Liang Zhao, and Ahmed Al-Dubai, “Tuft: Tree Based Heuristic Data Dissemination for Mobile Sink Wireless Sensor Networks,” IEEE Transactions on Mobile Computing, 2019. DOI: 10.1109/TMC.2020.3022403 (CCF-A,中科院2区,计算机顶刊)
[50] 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. (CCF-C, 通讯作者)
[51] 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. (CCF-C,通讯作者)
[52] Muhammad Atif, Rizwan Ahmad, Waqas, Ahmed, Liang Zhao, Joel J.P.C. Rodrigues, “UAV Assisted Wireless Localization for Search and Rescue,” IEEE Systems Journal, 2020, 10.1109/JSYST.2020.3041573. (中科院2区)
[53] X. Li and L. Zhao, “Towards Smart Transportation: A Learning-Based Data-Driven Optimization Approach for Electric Taxi Dispatch Problem,” Internet Technology Letters (Wiley), 2020, http://dx.doi.org/10.1002/itl2.164. (通讯作者)
[54] Na Lin, Jiacheng Tang, Xianwei Li, and Liang Zhao, “A Novel Improved Bat Algorithm in UAV Path Planning,” Computers, Materials & Continua, 2019. doi:10.32604/cmc.2019.05674 (中科院2区, 通讯作者)
[55] 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)
[56] 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. (CCF-B)
[57] Weiqi Wu, Xingfu Wang, Ammar Hawbani, Ping Liu, Liang Zhao, Ahmed Al-Dubai, “FLORA: Fuzzy based Load-Balanced Opportunistic Routing for Asynchronous Duty-Cycled WSNs, “ IEEE Transactions on Mobile Computing, 2021. DOI:(CCF-A,中科院2区,计算机顶刊)
[58] P. Liu, X. Wang, A. Hawbani, B. Hua, L. Zhao, Z. Liu, BETA: Beacon-based Traffic-aware Routing in Vehicular Ad hoc Networks, IEEE Transactions on Intelligent Transportation Systems, 2022 (CCF-B,中科院1区)
[59] W.Cao, Y. Wu, C. Chakraborty, D. Li, L. Zhao, S. Ghosh, “Sustainable and Transferable Traffic Sign Recognition for Intelligent Transportation Systems,” IEEE Transactions on Intelligent Transportation Systems (T-ITS), DOI:. (中科院1区,CCF-B)
[60] Nabil MOHSEN, Ammar Hawbani, Xingfu Wang, Benjamin Bairrington, Liang Zhao, Saeed Alsamhi,“New Array Designs for DoA Estimation of Non-Circular Signals with Reduced Mutual Coupling,” IEEE Transactions on Vehicular Technology, 2023, DOI: (中科院2区)
代表性会议论文
[61] Enchao Zhang, Liang Zhao, Na Lin et al., “Cooperative Task Offloading in Cybertwin-Assited Vehicular Edge Computing” The 20th IEEE International Conference on Embedded and Ubiquitous Computing (IEEE EUC 2022). (Best Paper Award)
[62] Liang Zhao, Tong Zheng, Mingwei Lin, Ammar Hawbani, Jiaxing Shang,” A Novel Influence Maximization-based Dynamic Forwarding Node Selection Scheme in SDVNs,” the 18th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA-2020), 2020. (CCF-C,IEEE Outstanding Paper Award)
[63] 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.
[64] 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, DOI: 10.1109/HPCC/SmartCity/DSS.2019.00082. (CCF-C)
[65] 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, DOI: 10.1109/ICC.2019.8761365. (CCF-C)
[66] 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, DOI: 10.1109/ICC.2019.8761680. (CCF-C)
[67] 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), 2018,DOI: 10.1109/HPCC/SmartCity/DSS.2018.00076. (CCF-C)
[68] 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. (CCF-B)
[69] L. Zhao and A. Al-Dubai, “A QoS Aware Multicast Scheme for Wireless Mesh Network,” in Proc. of 23rd IEEE/ACM IPDPS, 2009. (CCF-B)
[70] 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) (通讯作者)
[71] 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)
[72] Nabil Mohsen, Ammar Hawbani, Monika Agrawal, Saeed Alsamhi, Liang Zhao, A NEW COPRIME-ARRAY-BASED CONFIGURATION WITH AUGMENTED DEGREES OF FREEDOM AND REDUCED MUTUAL COUPLING, IEEE ICASSP 2022. (CCF-B)
[73] Nabil Mohsen, Ammar Hawbani, Benjamin Bairrington, Xingfu Wang, Liang Zhao, Saeed Alsamhi, “ENHANCED COPRIME ARRAY CONFIGURATION FOR DOA ESTIMATION OF NON-CIRCULAR SIGNALS,” IEEE ICASSP 2023 (CCF-B)
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)
[4] Contributors (1 out of 27, 中国仅2人), International Network Generations Roadmap- Satellite, 2021 Edition, IEEE Future Networks, 2021.
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) (已授权)
[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 (已授权)
[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 (已授权)
[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 (已授权)
[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)
[10] 赵亮等人,一种基于软件定义车联网的自适应路由方法,201811610373.5(已授权)
[11] 赵亮等人,一种基于时间信息的软件定义车辆网络自适应路由方法,201811609539.1(已授权)
[11] 林娜、郜峰、赵亮、石峻岭,一种三维平滑随机游走无人机群移动模型,ZL201910679267.0 (已授权)
[12]拱长青,李梦飞,赵亮,戚晗,林娜,郭振洲,李席广,一种基于同态加密的整数密文算数运算方法,ZL201811355108.7 (已授权)
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》,2016年12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。
[5] IEEE国际标委会INGR SATELLITE WG推进组成员
[6] 路径计算单元集中控制设备技术2016-1920T-YD
[7]电信数据服务平台 第11部分 2021-0208T-YD
期刊编委
[1] IEEE Special Issue on Metaverse and the Future of Education, in accordance with the IEEE Transactions on Learning Technologies guidelines, GE. 2023
[2] Journal of Circuits Systems and Computers(IF:1.363)副编辑(Associate Editor),https://www.worldscientific.com/page/jcsc/editorial-board
[3] Frontiers in Communications and Networking副编辑(Associate Editor),“Aerial and Space Networks" specialty sections
[4] Special Issue on The Convergence of Communication, Computing, and Learning for 6G-Enabled Internet of Things, Wireless Communications and Mobile Computing (CCF-C类), DDL: https://www.hindawi.com/journals/wcmc/osi/page/1/
[5] Special Issue "Emerging Ubiquitous Networking and Computing: Techniques, Standards, and Applications"
https://www.mdpi.com/journal/electronics/special_issues/ubiquitous_networking_electronics
DDL: 30 November 2022.
[6] Special Issue "Mitigating Traffic Congestion through Employing the Emerging Technologies in Sensing, Communication, Networking, and Computing" World Electric Vehicle Journal,DD
[7] Special issue on ARTIFICIAL INTELLIGENCE FOR COGNITIVE OPTICAL NETWORKS (AI-CON), Soft Computing, Submission Deadline: https://onlinelibrary.wiley.com/pb-assets/assets/21613915/Artificial%20Intelligence%20for%20Cognitive%20Optical%20Networks-1624889295307.pdf
[8] Special issue on Edge Computing Solutions for Non-Terrestrial Networks, Frontiers in Space Technologies & Frontiers in Communications and Networks, https://www.frontiersin.org/research-topics/18911/edge-computing-solutions-for-non-terrestrial-networks, abstract: 12 March 2021, Manuscript: 10 July 2021
[9] Special Issue on Intelligence-Empowered Collaboration among Space, Air, Ground, and Sea Mobile Networks towards B5G, IEEE Transactions on Network Science and Engineering (IF: 5.213), Submission Deadline: August 1, 2020 (CLOSED). https://www.comsoc.org/publications/journals/ieee-tnse/cfp
[10] Special Issue on ‘Intelligence-driven Mobile Networks for Smart Cities’, Journal of Computing, Springer, Submission Deadline: February 15, 2020, (CLOSED) https://www.springer.com/computer/journal/607/PSE?detailsPage=societies
[11] Special Section on Computational Intelligence and Big Data for Scientific and Technological Resources and Services, IEICE Transactions on Information and Systems, Submission deadline of the manuscript is 25 October, 2020. (CLOSED) https://www.ieice.org/eng/s_issue/cfp/2021_8ED_2.pdf
[12] Special Issue on ‘Content-Driven and Cache-Aware Networking in Smart Cities’, Internet Technology Letters, Wiley, Submission Deadline: Jan 31, 2020, (CLOSED) https://onlinelibrary.wiley.com/page/journal/24761508/homepage/special_issues.htm
[13] Journal of Information Science and Engineering special issue on Neural Computing for Computer Vision and Image Processing, https://jise.iis.sinica.edu.tw/pages/papers/specialissue.html#6
[14] GE, SPECIAL ISSUE ON ARTIFICIAL INTELLIGENCE FOR COGNITIVE OPTICAL NETWORKS, Transactions on Emerging Telecommunications Technologies (ETT), Wiley.
国内外学术会议
[1] IEEE TRUSTCOM 2021, Program Co-Chair. CCF-C类会议执行主席
[2] IEEE IUCC 2020,General Co-Chair, 大会主席。
[3] 中国计算机青年精英大会 CCF YEF 2021,志愿者委员会主席。
[4] 中国计算机青年精英大会 CCF YEF 2020,泛在智能环境下的移动计算技术论坛,执行主席 (同时在线人数超12.7万人)
[5] 中国计算机青年精英大会 CCF YEF 2021,泛在智能环境下的移动计算系列主题论坛,执行主席 (本次大会最大规模分论坛)
[6] 2021 EAI MONAMI International Conference, Workshops Co-Chairs, 2021 东京,日本。https://mon-ami.eai-conferences.org/2021/organizing-committee/
[7] 2023 EAI MONAMI International Conference on MOBIMEDIA, Workshops Co-Chairs, 2023 桂林。https://mobimedia.eai-conferences.org/2023/organizing-committee/
[8] 第一届CCF东北论坛,大会论坛主席,2022.
[9] 2023 15th International Conference on Communication Software and Networks, 出版主席。
[10] 大会程序主席,Program Chair, 2019 IEEE International Conference on Ubiquitous Computing and Communications, 21-23 Oct 2019, Shenyang, China
[11] IEEE SocialCom 2020, UK, Publication Co-Chair.
[12] Program Committee of Track 1: Internet of Things (IoT) and Smart Sensing of IEEE iSCI 2020
[13] 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
[14] The 10th IEEE International Conference on Computer and Information Technology (CIT-10), Bradford, UK, 29 June - 1 July, 2010 Session Chair
[15] 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
[16] 2017 ICONIP special session general chair
[17] IEEE HPCC-NGDN workshop general chair (co-founder, since 2018)
[18] 2019 IEEE Scalcom Program Chair (Poster and Demo Session)
[19] 2019 IEEE ICC Session Chair (MWN-1 (UAV, Drone, Vehicle Communications 1)), and Member of Technical Program Committee (CCF-C会议)
[20] SESSION CHAIR, IEEE HPCC 2019, ZHANGJIAJIE, CHINA. (CCF-C)
[21] TPC, Track: Transportation, Vehicular Electronics and Telematics, IEEE VTC2020-Spring, ANTWERP, BELGIUM.
[22] Member of Technical Program Committee, 2019 CollaborateCom, Program Committee
[23] Co-Chair, the 1st International Workshop on AI-driven Network, IEEE IUCC-2019, 2019
[24] Co-Chair, The 2nd Workshop on Information Management in Human-Centric Systems, IEEE IUCC-2019, 2019
[25] Organizing Committee, The 2019 International Conference on Artificial Intelligence Technologies and Applications (ICAITA 2019), July 5-7, 2019 in Qingdao, China.
[26] Member of Technical Program Committee, IEEE Globecom 2019 Workshop - ICSTO
[27] Member of Technical Program Committee, IEEE TALE 2019
[28] Session Chair, IEEE HPCC 2019. (CCF-C)
[29] PC member of 2019 IEEE ISPA
指导本科生参赛
[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。
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,国家级大创项目,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,国家级大创项目,负责人:王成成,2018-2019
[3] 基于SDN的多结果最优路径路由算法·,国家级大创项目,负责人:潘室泽,2019-2020
代表硕士毕业生
毕振国 (电子科技大学博士)
赵伟莨、杨凯淇、刘羽霏、郑彤 (东北大学博士)
郦铸辉 (2020届,University of Exeter, UK读博, CSC及学校奖学金全奖)
付璐炜 (2019届,电子科技大学读博,辽宁省优秀研究生,辽宁省优秀硕士论文获得者)
李玉杰 (2018届,北京华夏电通科技有限公司 研发)
阿杜 (2018届,索马里私有银行 ICT部门经理助理)
Areeb Saldin (2020届,中兴孟加拉国分公司)
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)
代表本科毕业生
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)
张家铭 (成功保研兰州大学)
高钰清 (升学复旦大学硕士研究生)
桂永杰 (保研同济大学)