基本信息
姓 名： 刘凯
性 别： 男
职 称： 教授/博导
办公地点： 重庆大学A区主教学楼616
E-mail：liukai0807@gmail.com
个人主页：
研究方向：车联网，边缘计算，智能计算，多源融合定位，深度学习应用，大数据应用，智能交通系统
简历：CV-Liu Kai
个人简介
刘凯，wellbet吉祥手机官网·(中国)责任有限公司官网教授，博士生导师。2011年8月获得香港城市大学计算机科学博士学位。曾为美国弗吉尼亚大学访问学者、香港城市大学高级研究助理及博士后、新加坡wellbet吉祥手机官网wellbet吉祥手机官网大学博士后、以及香港浸会大学博士后。
主要研究方向包括车联网、边缘计算、智能计算、普适计算、智能交通系统等。共发表学术论文130余篇，包括期刊论文 70余篇，会议论文60余篇，编著章节 (Book Chapter) 2篇。根据科睿唯安 (原汤森路透) Journal Citation Reports（JCR）分区，57篇期刊文章为JCR一区（第一/通信作者39篇）。发表IEEE/ACM Transactions 36篇（第一/通信作者23篇），包括IEEE/ACM Trans. on Networking (ToN)、IEEE Trans. on Mobile Computing (TMC)、IEEE Trans. on Intelligent Transportation Systems (T-ITS)、IEEE Trans. on Vehicular Technology (TVT)、IEEE Trans. on Industrial Informatics (TII)、IEEE Communications Magazine (ComMag)、IEEE Internet of Things Journal (IoTJ)等。曾荣获ICA3PP’2015与IEEE ISPCE-CN’2018国际会议最佳论文奖，以及中国物联网学术会议（CWSN’2019）优秀论文奖。主持科研项目17项，包括国家自然科学基金面上项目3项、国际合作项目5项、省部级项目3项、以及多项中央高校及横向项目。
现为IEEE高级会员、CCF高级会员、ACM会员、CCF物联网专委会委员、CCF网络与数据通信专委会委员。曾担任十余国际会议组织委员会与程序委员会委员，包括IEEE GLOBECOM’19~21, ICA3PP’2021，IEEE VNC’19, IEEE UIC’15~19, ACM SAC’17~21, IEEE RTCSA’14’15, IEEE HPCC’13等，并荣获RTCSA’16、UIC’19、及CWSN’19杰出服务奖；担任十余国际权威期刊评审，包括IEEE JSAC, IEEE TII, IEEE TVT, IEEE TITS, IEEE TC, IEEE TMC, IEEE TKDE, IEEE ToC, ACM TCPS等；曾担任IEEE IoT Journal、ACM/Springer MONET、Springer NCAA等期刊专刊客座编委。
曾荣获2021重庆英才·青年拔尖人才、2020重庆市高校中青年骨干教师、2019重庆大学自然科学奖一等奖（排名第一）、2018ACM（重庆）最佳导师奖、2018重庆大学唐立新奖教金、2018重庆大学优秀青年教师、2014重庆市高层次引进人才、2014重庆大学百人计划、2011香港城市大学周亦卿研究生院奖学金、2008/09及2009/10香港城市大学杰出学术成果奖等荣誉。
主持项目
1. 国际合作项目
[1] 韩国DGIST国际合作项目，Architecture Design and Analysis for 5G-Enabled Software-defined Vehicular Networks（基于5G的软件定义车联网架构设计与分析），H20180672，2018/07–2018/12。snowdong
[2] 韩国DGIST国际合作项目，Towards Large-scale and Real-time Information Collection and Dissemination in Vehicular Networks（面向车载网络中的大规模与实时信息收集与分发研究），1040112820170535，2017/07–2018/07。
[3] 韩国DGIST国际合作项目，Cross-layer Design for Data Services in Software-Defined Vehicular Ad-hoc Networks（面向软件定义车联网中数据服务的跨层设计），1040112820160666，2016/07–2017/07。
[4] 韩国DGIST国际合作项目，Towards Efficient Information Services via V2X Communications in Vehicular Cyber-Physical Systems（车载信息物理融合系统中基于V2X通信的高效信息服务研究），1040112820150601，2015/07–2016/07。
[5] 韩国DGIST国际合作项目，Towards Robust Infrastructure-based Data Dissemination by Exploiting Cooperative Inter-vehicle Communication（利用协作式车间通信的鲁棒基础设施数据分发研究），1042012920140662，2014/07–2015/07。
2. 国家级项目
[1] 国家自然科学基金面上项目，面向车联网边缘智能的计算模型部署与协同跨域优化，62172064，2022/01–2025/12。
[2] 国家自然科学基金面上项目，面向大规模数据服务的异构融合车联网架构与协议研究，61872049，2019/01–2022/12。
[3] 国家自然科学基金面上项目，面向车联网多信道I2V/V2V混合通信与时态信息服务研究，61572088，2016/01–2019/12。
3. 省部级项目
[1] 重庆市英才计划项目，车联网感传算协同智能关键技术研究，cstc2022ycjh-bgzxm0039，2022/01–2024/12。
[2] 重庆市留学人员创业创新支持计划启动项目，车联网协同智能关键技术及应用研究，cx2021063，2021/11–2022/11。
[3] 重庆市留学人员创业创新支持计划优秀项目，基于SDN的异构融合车联网架构与协议关键技术研究，cx2018016，2018/10–2019/10。
[4] 重庆市自然科学基金面上项目，移动计算环境中基于按需广播信息服务的算法与理论研究，cstc2017jcyjAX0026， 2017/07–2020/06。
4. 校级项目
[1] 重庆大学中央高校基本科研业务费“平台与成果培育专项”，2020CDCGJ004，面向软件定义车联网的智能服务理论与方法研究，2020/01–2020/12。
[2] 重庆大学中央高校基本科研业务费“前沿交叉学科培育专项”，2018CDQYJSJ0034，面向雾计算的软件定义车联网架构与协议关键技术研究， 2018/01 –2019/12（优秀结题）。
[3] 重庆大学中央高校基本科研业务费重点项目，106112015CDJZR185518，车联网环境中实时车载通信与时态信息服务关键技术研究，2015/01–2016/12（优秀结题）。
5. 横向项目
[1] 华为合作项目，昇腾众智2022-MindX参考设计&MindStudio案例，H20221078，2022/08–2022/10。
[2] 华为合作项目，昇腾众智2022-CANN PyTorch模型，H20220384，2022/04–2022/11。
[3] 华为合作项目，昇腾处理器环境中基于MindX SDK/TensorFlow框架开发模型，H20211495，2021/10–2021/12。
[4] 华为合作项目，昇腾处理器环境中基于MindX SDK开发参考设计，H20211379，2021/07–2021/12。
[5] 国家电网项目（国网湖北省电力公司宜昌供电公司），基于大数据挖掘技术的对标数据分析应用，1042012920161043，2016/12 – 2017/12。
代表性论文
a) 排名及影响因子出处：) Journal Citation Reports（JCR）: //jcr.incites.thomsonreuters.com/JCRLandingPageAction.action
b) 通讯作者标注*.
[1] Hao Jiang, Penglin Dai, Kai Liu*, Feiyu Jin, Hualing Ren, Songtao Guo. Traffic Event Augmentation via Vehicular Edge Computing: A Vehicle ReID based Solution. IEEE International Conference on Mobility, Sensing and Networking (IEEE MSN’22). Guangzhou, China. December 14-16, 2022.
[2] Sheng Yi, Hao Zhang, LuyaoJiang, Yangkai Zhou, Ke Xiao and Kai Liu*.Towards Efficient and Robust Night-time Vehicle Flow Monitoring via Lidar-based Detection. IEEE International Symposium on Product Compliance Engineering-Asia (IEEE ISPCE-AS'22), Guangzhou, China, November 4-6, 2022.
[3] Junbo Hu, Kai Liu*, Feiyu Jin, Guozhi Yan, Hao Zhang, Songtao Guo and Min Hu. Effective Vehicle Lane-Change Sensing using Onboard Smartphone based on Temporal Convolutional Network. Proc. of the 22nd International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP'22), Copenhagen, Denmark, October 10-12, 2022.
[4] Xincao Xu, Kai Liu*, Qisen Zhang, Hao Jiang, Ke Xiao, Jiangtao Luo. Age of View: A New Metric for Evaluating Heterogeneous Information Fusion in Vehicular Cyber-Physical Systems. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC'22), Macau, China, October 8-12, 2022.
[5] Hualing Ren, Kai Liu*, Feiyu Jin, Chunhui Liu, Yantao Li, Penglin Dai. Dependency-aware Task Offloading via End-Edge-Cloud Cooperation in Heterogeneous Vehicular Networks. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC'22), Macau, China, October 8-12, 2022.
[6] Feiyu Jin, Kai Liu*, Junbo Hu, Fuqiang Gu, Victor C.S. Lee, Joseph Kee-Yin Ng. Effective Vehicle Tracking in Dynamic Indoor Parking Area based on Hidden Markov Model and Online Learning. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC'22), Macau, China, October 8-12, 2022.
[7] Qisen Zhang, Kai Liu*, Luyao Jiang, Chengliang Zhong, Liang Feng, Hao Zhang and Ke Xiao. UAV-assisted Blind Area Pedestrian Detection via Terminal-Edge-Cloud Cooperation in VANETs. International Conference on Neural Computing and Applications (NCAA'22), Jinan, China, July 8-10, 2022. (Best Paper Award)
[8] Xuhui Wang, Xin Deng, Hao Zhang, Kai Liu* and Penglin Dai. LCSW: A Novel Indoor Localization System based on CNN-SVM Model with WKNN in Wi-Fi Environments. International Conference on Neural Computing and Applications (NCAA'22), Jinan, China, July 8-10, 2022.
[9] Jialai Liu, Kai Liu*, Feiyu Jin, and Liangyi Gong. Towards Robust and Adaptive Pedestrian Monitoring using CSI: Design, Implementation, and Evaluation. Neural Computing and Applications, to appear. [SCI] 影响因子: 5.606 (2020), 5.573 (5-year) (JCR一区)
[10] Guangli Dai, Weiwei Wu*, Kai Liu*, Feng Shan, Jianping Wang, Xueyong Xu and Junzhou Luo. Joint Sleep and Rate Scheduling with Booting Costs for Energy Harvesting Communication Systems. IEEE Transactions on Mobile Computing, to appear. [SCI] 影响因子: 5.577 (2020), 4.725 (5-year) (JCR一区)
[11] Penglin Dai, Feng Song, Kai Liu*, Yueyue Dai, Pan Zhou and Songtao Guo. Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles. IEEE Transactions on Mobile Computing, to appear. [SCI] 影响因子: 5.577 (2020), 4.725 (5-year) (JCR一区)
[12] Chunhui Liu, Kai Liu*, Hualing Ren, Xincao Xu, Ruitao Xie and Jingjing Cao. RtDS: Real-time Distributed Strategy for Multi-period Task Offloading in Vehicular Edge Computing Environment. Neural Computing and Applications, to appear. [SCI] 影响因子: 5.606 (2020), 5.573 (5-year) (JCR一区)
[13] Kai Liu*,Ke Xiao, Penglin Dai, Victor Lee, Songtao Guo and Jiannong Cao. Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs. IEEE Transactions on Mobile Computing, volume 20, issue 11, pp.3181-3193, November, 2021. [SCI] 影响因子: 5.577 (2020), 4.725 (5-year) (JCR一区)
[14] Ke Xiao, Kai Liu*, Xincao Xu, Liang Feng, Zhou Wu and Qiangwei Zhao. Cooperative Coding and Caching Scheduling via Binary Particle Swarm Optimization in Software Defined Vehicular Networks. Neural Computing and Applications, volume 33, issue 5, pp. 1467-1478, May, 2021. [SCI] 影响因子: 5.606 (2020), 5.573 (5-year) (JCR一区)
[15] Byungjin Ko, Kai Liu*, Sang Son and Kyung-Joon Park. RSU-assisted Adaptive Scheduling for Vehicle-to-Vehicle Data Sharing in Bidirectional Road Scenarios. IEEE Transactions on Intelligent Transportation Systems, volume 22, issue 2, pp. 977-989, February, 2021. [SCI] 影响因子: 6.492 (2020), 7.253 (5-year) (JCR一区)
[16] Ke Xiao, Kai Liu*, Xincao Xu, Yi Zhou and Liang Feng. Efficient Fog-assisted Heterogeneous Data Services in Software Defined VANETs. Journal of Ambient Intelligence and Humanized Computing, volume 12, issue 1, pp.261-273, January 2021. [SCI] 影响因子:7.104 (2020), 6.163 (5-year) (JCR一区)
[17] Ting Wu, Kai Liu*, Chunhua Xiao, Bingyi Liu, Qingfeng Zhuge and Edwin Sha. Multi-Granularity Space Management Scheme for Accelerating the Write Performance of In-Memory File Systems. IEEE Systems Journal, volume 14, issue 4, pp.5429-5440, December, 2020. [SCI] 影响因子:3.987 (2019), 4.261 (5-year) (JCR一区)
[18] Chunhui Liu, Kai Liu*, Songtao Guo, Ruitao Xie, Victor Lee and Sang Son. Adaptive Offloading for Time-critical Tasks in Heterogeneous Internet of Vehicles. IEEE Internet of Things Journal, volume 7, issue 9, pp.7999-8011, September 2020. [SCI] 影响因子: 9.936 (2019), 11.705 (5-year) (JCR一区)
[19] Penglin Dai, Zihua Hang, Kai Liu*, Xiao Wu, Huanlai Xing, Zhaofei Yu and Victor Chung Sing Lee. Multi-armed Bandit Learning for Computation-intensive Services in MEC-empowered Vehicular Networks. IEEE Transactions on Vehicular Technology, volume 69, issue 7, pp. 7821-7834, July 2020. [SCI] 影响因子: 5.379 (2019), 5.119 (5-year) (JCR一区)
[20] Ting Wu, Xianzhang Chen, Kai Liu*, Chunhua Xiao, Zhixiang Liu, Qingfeng Zhuge and Edwin H.-M. Sha. HydraFS: An Efficient NUMA-aware In-memory File System. Cluster Computing, volume 23, issue 2, pp. 705-724, June 2020.[SCI] 影响因子: 3.458 (2019), 2.763 (5-year) (JCR一区)
[21] Junhua Wang, Kai Liu*, Bin Li, Tingting Liu, Ruoguang Li and Zhu Han. Delay-sensitive Multi-period Computation Offloading with Reliability Guarantees in Fog Networks. IEEE Transactions on Mobile Computing, volume 19, issue 9, pp. 2062-2075, May 2020. [SCI] 影响因子: 5.112 (2019), 4.549 (5-year) (JCR一区)
[22] Hao Zhang, Kai Liu*, Feiyu Jin, Liang Feng, Victor Lee and Joseph Ng. A Scalable Indoor Localization Algorithm based on Distance Fitting and Fingerprint Mapping in Wi-Fi Environments. Neural Computing and Applications, volume 32, issue 9, pp. 5131-5145, May 2020. [SCI] 影响因子: 4.774 (2019), 4.627 (5-year) (JCR一区)
[23] Feiyu Jin, Kai Liu*, Hao Zhang, Joseph K.Y. Ng, Songtao Guo, Victor C.S. Lee and Sang H. Son. Towards Scalable and Robust Indoor Tracking: Design, Implementation and Evaluation. IEEE Internet of Things Journal, volume 7, issue 2, pp. 1192-1204, February 2020. [SCI] 影响因子: 9.936 (2019), 11.705 (5-year) (JCR一区)
[24] Yan Lyu, Victor C. S. Lee, Joseph K. Y. Ng, Brian Y. Lim, Kai Liu* and Chao Chen. Flexi-Sharing: A Flexible and Personalized Taxi-Sharing System. IEEE Transactions on Vehicular Technology, volume 68, issue 10, pp. 9399-9413, October 2019. [SCI] 影响因子:5.339 (2018), 4.864 (5-year) (JCR一区)
[25] Wendi Nie, Kai Liu*, Victor C.S. Lee, Yaoxin Duan and Sarana Nutanong*. Vehdoop: a Scalable Analytical Processing Framework for Vehicular Sensor Networks. IEEE Transactions on Intelligent Transportation Systems, volume 20, issue 8, pp. 3104-3114, August 2019. [SCI] 影响因子: 5.744 (2018), 6.064 (5-year) (JCR一区)
[26] Yaoxing Duan, Victor C. S. Lee, Kam-Yiu Lam, Wendi Nie and Kai Liu*. A Cross-Layer Design for Data Dissemination in Vehicular Ad-hoc Networks. Neural Computing and Applications, volume 31, issue 7, pp. 2869-2887, July 2019. [SCI] 影响因子: 4.664 (2018), 3.570 (5-year) (JCR一区)
[27] Kai Liu*, Xincao Xu, Mengliang Chen, Bingyi Liu*, Libing Wu and Victor Lee. A Hierarchical Architecture for the Future Internet of Vehicles. IEEE Communications Magazine, volume 57, issue 7, pp. 41-47, July 2019. [SCI] 影响因子: 10.356 (2018), 12.091 (5-year) (JCR一区)
[28] Junhua Wang, Kai Liu*, Ke Xiao, Xiumin Wang, Qingwen Han and Victor Lee. Delay-constrained Routing via Heterogeneous Vehicular Communications in Software Defined BusNet. IEEE Transactions on Vehicular Technology, volume 68, issue 6, pp. 5957-5970, June 2019. [SCI] 影响因子: 5.339 (2018), 4.864 (5-year) (JCR一区)
[29] Penglin Dai, Kai Liu*, Xiao Wu, Zhaofei Yu*, Huanlai Xing and Victor C.S. Lee. Cooperative Temporal Data Dissemination in SDN-based Heterogeneous Vehicular Networks. IEEE Internet of Things Journal, volume 6, issue 1, pp. 72-83, February 2019. [SCI] 影响因子: 9.515 (2018), 11.216 (5-year) (JCR一区)
[30] Penglin Dai, Kai Liu*, Liang Feng, Haijun Zhang, Victor Lee, Sang Son and Xiao Wu*. Temporal Information Services in Large-Scale Vehicular Networks through Evolutionary Multi-objective Optimization. IEEE Transactions on Intelligent Transportation Systems, volume 20, issue 1, pp. 218-231, January 2019. [SCI] 影响因子: 5.744 (2018), 6.064 (5-year) (JCR一区)
[31] Kai Liu*, Liang Feng, Penglin Dai, Victor Lee, Sang Son* and Jiannong Cao. Coding-assisted Broadcast Scheduling via Memetic Computing in SDN-based Vehicular Networks. IEEE Transactions on Intelligent Transportation Systems,volume 19, issue 8, pp. 2420-2431, August 2018. [SCI] 影响因子: 4.051 (2018), 4.713 (5-year) (JCR一区)
[32] Penglin Dai, Kai Liu*, Xiao Wu, Yong Liao, Victor C.S. Lee and Sang H. Son. Bandwidth Efficiency and Service Adaptiveness Oriented Data Dissemination in Heterogeneous Vehicular Networks. IEEE Transactions on Vehicular Technology, volume 67, issue 7, pp. 6585-6598, July 2018. [SCI] 影响因子: 4.432 (2017), 4.275 (5-year) (JCR一区)
[33] Wendi Nie, Victor C.S. Lee, Dusit Niyato, Yaoxin Duan, Kai Liu* and Sarana Nutanong. A Quality-oriented Data Collection Scheme in Vehicular Sensor Networks. IEEE Transactions on Vehicular Technology, volume 67, issue 7, pp. 5570-5584, July 2018. [SCI] 影响因子: 4.432 (2017), 4.275 (5-year) (JCR一区)
[34] Junhua Wang, Kai Liu*, Ke Xiao, Chao Chen, Weiwei Wu, Victor Lee and Sang Son*. Dynamic Clustering and Cooperative Scheduling for Vehicle-to-Vehicle Communication in Bidirectional Road Scenarios. IEEE Transactions on Intelligent Transportation Systems, volume 19, issue 6, pp. 1913-1924, June 2018. [SCI] 影响因子: 4.051 (2017), 4.713 (5-year) (JCR一区)
[35] Kai Liu*, Hao Zhang, Joseph Ng, Yusheng Xia, Liang Feng, Victor Lee and Sang Son. Towards Low Overhead Fingerprint-based Indoor Localization via Transfer Learning: Design, Implementation and Evaluation. IEEE Transactions on Industrial Informatics, volume 14, issue 3, pp. 898-908, March 2018. [SCI] 影响因子: 6.764 (2016), 7.538 (5-year) (JCR一区)
[36] Houling Ji, Victor Lee, Chi-Yin Chow, Kai Liu* and Guoqing Wu. Coding-based Cooperative Caching in On-demand Data Broadcast Environments. Information Sciences, volume 385, pp.138-156, 2017. [SCI] 影响因子: 4.832 (2016), 4.732(5-year) (JCR一区)
[37] Jun Chen, Victor Lee, Kai Liu* and Jianjun Li. Efficient Cache Management for Network Coding Assisted Data Broadcast. IEEE Transactions on Vehicular Technology, volume 66, issue 4, pp. 3361-3375, April 2017. [SCI] 影响因子: 4.066 (2016), 4.057 (5-year) (JCR一区)
[38] Penglin Dai, Kai Liu*, Liang Feng, Qingfeng Zhuge, Victor Lee and Sang Son*. Adaptive Scheduling for Real-time and Temporal Information Services in Vehicular Networks. Transportation Research Part C: Emerging Technologies, volume 71, pp.313-332, October 2016. [SCI] 影响因子: 3.805 (2016), 4.334 (5-year) (JCR一区)
[39] Penglin Dai, Kai Liu*, Qingfeng Zhuge, Edwin Sha, Victor Lee and Sang Son*. Quality of Experience Oriented Autonomous Intersection Control in Vehicular Networks. IEEE Transactions on Intelligent Transportation Systems, volume 17, issue 7, pp.1956-1967, July 2016. [SCI] 影响因子: 3.724 (2016), 4.467 (5-year) (JCR一区)
[40] Kai Liu*, Joseph Ng, Junhua Wang, Victor Lee, Weiwei Wu and Sang Son*. Network Coding Assisted Data Dissemination via Cooperative Vehicle-to-Vehicle/-Infrastructure Communications. IEEE Transactions on Intelligent Transportation Systems, volume 17, issue 6, pp.1509-1520, June 2016. [SCI] 影响因子: 3.724 (2016), 4.467 (5-year) (JCR一区)
[41] Kai Liu*, Joseph Ng, Victor Lee, Sang Son and Ivan Stojmenovic. Cooperative Data Scheduling in Hybrid Vehicular Networks: VANET as a Software Defined Network. IEEE/ACM Transactions on Networking, volume 24, issue 3, pp. 1759-1773, June 2016. [SCI] 影响因子: 3.376 (2016), 4.011 (5-year) (JCR一区)
[42] G. G. Md. Nawaz Ali, Victor Lee, Edward Chan, Minming Li, Kai Liu*, Jingsong Lv and Jun Chen. Admission Control based Multi-channel Data Broadcasting for Real-time Multi-item Queries. IEEE Transactions on Broadcasting, volume 60, no 4, pp. 589-605, December 2014. [SCI] 影响因子: 2.625 (2013), 2.178 (5-year) (JCR一区)
[43] Kai Liu, Victor Lee, Joseph Ng, Jun Chen* and Sang Son. Temporal Data Dissemination in Vehicular Cyber-Physical Systems. IEEE Transactions on Intelligent Transportation Systems, volume 15, no 6, pp. 2419-2431, December 2014. [SCI] 影响因子: 3.064 (2012), 3.263 (5-year) (JCR一区)
[44] Kai Liu, Victor Lee, Joseph Ng, Sang Son and Edwin Sha*. Scheduling Temporal Data with Dynamic Snapshot Consistency Requirement in Vehicular Cyber-Physical Systems. ACM Transactions on Embedded Computing Systems, volume 13, no. 5s, article 163, September 2014. [SCI] 影响因子: 0.680 (2013), 0.967 (5-year)
[45] Kai Liu*, Hock Beng Lim, Emilio Frazzoli, Houling Ji and Victor Lee. Improving Positioning Accuracy Using GPS Pseudorange Measurements for Cooperative Vehicular Localization. IEEE Transactions on Vehicular Technology, volume 63, no. 6, pp. 2544-2556, July 2014. [SCI] 影响因子: 2.642 (2013), 2.667 (5-year) (JCR一区)
[46] Kai Liu, Edward Chan, Victor Lee*, Krasimira Kapitanova and Sang Son. Design and Evaluation of Token-based Reservation for a Roadway System. Transportation Research Part C: Emerging Technologies, volume 26, pp. 184-202, January 2013. [SCI] 影响因子: 2.820 (2013), 3.118 (5-year) (JCR一区)
[47] Kai Liu and Victor Lee*. Adaptive Data Dissemination for Time-constrained Messages in Dynamic Vehicular Networks. Transportation Research Part C: Emerging Technologies, volume 21, issue 1, pp. 214-229, April 2012. [SCI] 影响因子: 2.006 (2012), 2.433 (5-year) (JCR一区)
[48] Kai Liu* and Victor Lee. On-demand Broadcast for Multi-item Requests in a Multiple Channel Mobile Environment. Information Sciences, volume 180, issue 22, pp. 4336-4352, November 2010. [SCI] 影响因子:3.291 (2009), 3.089 (5-year) (JCR 一区)
著作章节
[1] Kai Liu, Victor C.S. Lee, Sang Son, Joseph K.Y. Ng, Jiannong Cao and Hongwei Zhang. Chapter 3: Cooperative Data Scheduling via V2V/V2I Communications in Software Defined Vehicular Networks. Vehicle-to-Vehicle and Vehicle-to-Infrastructure Communications: A Technical Approach, Taylor & Francis LLC, CRC Press, LCCN 2017044927 | ISBN 9781138706835, 346 Pages, March, 2018.
[2] Xiao Zhang, Enrique Onieva, Victor C.S. Lee and Kai Liu. Chapter 10: Congestion Prediction by means of Fuzzy Logic and Genetic Algorithms. Intelligent Transport Systems: Technologies and Applications, Wiley，ISBN: 978-1-118-89478-1, 368 pages, Nov. 2015.
授权专利
[1] 刘凯，夏宇声，张浩，冯亮，石欣。一种室内定位系统快速搭建方法。2020.02.21，发明专利（ZL201611118893.5）
[2] 刘凯，金飞宇，张浩，夏宇声，王磊。一种移动终端的室内定位方法。2020.05.12，发明专利（ZL201810087210.7）
[3] 刘家莱，刘凯。行人进出监测方法、装置、设备及计算机存储介质。2021.05.25，发明专利（ZL202110267009.9）
[4] 任华玲，刘凯，陈梦良，周易，许新操。一种基于雾计算的信息采集、计算、传输架构。2021.06. 18，发明专利（ZL201910146357.3）
[5] 刘凯，张浪，许新操，任华玲，周易。一种基于边缘计算的盲区车辆碰撞预警方法。2021.08.03，发明专利（ZL201910418745.2）
[6] 刘凯，张浪，盛伟。一种基于区块链技术的交通事故协同认证处及溯源系统。2022.04.15，发明专利（ZL201911255706.1）
学生参加国际会议情况
| 序号 |
姓名 |
会议名称 |
报告题目 |
会议时间 |
会议地点 |
| 1 |
蒋豪 |
IEEE MSN’22 |
Traffic Event Augmentation via Vehicular Edge Computing: A Vehicle ReID based Solution |
2022.12 |
中国广州(在线) |
| 2 |
易盛 |
IEEE ISPCE-AS'22 |
Towards Efficient and Robust Night-time Vehicle Flow Monitoring via Lidar-based Detection |
2022.11 |
中国广州(在线) |
| 3 |
胡峻菠 |
ICA3PP'22 |
Effective Vehicle Lane-Change Sensing using Onboard Smartphone based on Temporal Convolutional Network |
2022.10 |
丹麦哥本哈根(在线) |
| 4 |
许新操 |
IEEE ITSC’22 |
Age of View: A New Metric for Evaluating Heterogeneous Information Fusion in Vehicular Cyber-Physical Systems |
2022.09 |
中国澳门(在线) |
| 5 |
任华玲 |
IEEE ITSC’22 |
Dependency-aware Task Offloading via End-Edge-Cloud Cooperation in Heterogeneous Vehicular Networks |
2022.09 |
中国澳门(在线) |
| 6 |
金飞宇 |
IEEE ITSC’22 |
Effective Vehicle Tracking in Dynamic Indoor Parking Area based on Hidden Markov Model and Online Learning |
2022.09 |
中国澳门(在线) |
| 7 |
张棋森 |
NCAA’2022 |
UAV-assisted Blind Area Pedestrian Detection via Terminal-Edge-Cloud Cooperation in VANETs |
2022.08 |
中国大连(在线) |
| 8 |
王东 |
IEEE Globecom’2021 |
Evolutionary Multitasking for Cross-domain Task Optimization via Vehicular Edge Computing |
2021.12 |
西班牙马德里(在线) |
| 9 |
刘家莱 |
NCAA’2021 |
An Efficient CSI-based Pedestrian Monitoring Approach via Single Pair of WiFi Transceivers |
2021.08 |
中国广州(在线) |
| 10 |
李东 |
WASA’2021 |
Adaptive Uplink/Downlink Bandwidth Allocation for Dual Deadline Information Services in Vehicular Networks |
2021.05 |
中国南京 |
| 11 |
刘春晖 |
IEEE MSN'2020 |
Real-time Task Offloading for Data and Computation Intensive Services in Vehicular Fog Computing Environments |
2020.12 |
日本东京(在线) |
| 12 |
张浪 |
IEEE ISPCE-CN'2020 |
A Secure Data Request and Sharing Model Based on Consortium Blockchain in Vehicular Edge Computing Environment |
2020.11 |
中国重庆(在线) |
| 13 |
许新操 |
CWSN’20 |
基于势博弈的车载边缘计算信道分配方法 |
2020.09 |
中国敦煌 |
| 14 |
任华玲 |
WASA'2020 |
Adaptive Task Scheduling via End-Edge-Cloud Cooperation in Vehicular Networks |
2020.09 |
中国青岛(在线) |
| 15 |
揭会林 |
IEEE/CIC ICCC'20 |
AODC: Automatic Offline Database Construction for Indoor Localization in a Hybrid UWB/Wi-Fi Environment |
2020.08 |
中国重庆(在线) |
| 16 |
周易 |
NCAA’20 |
Multi-period Distributed Delay-sensitive Tasks Offloading in a Two-layer Vehicular Fog Computing Architecture |
2020.07 |
中国深圳(在线) |
| 17 |
周易 |
IEEE CCNC'20 |
Distributed Scheduling for Time-Critical Tasks in aTwo-layer Vehicular Fog Computing Architecture |
2020.01 |
美国拉斯维加斯 |
| 18 |
张浩 |
IEEE Globecom’19 |
Dual-band Wi-Fi based Indoor Localization via Stacked Denosing Autoencoder |
2019.12 |
美国夏威夷 |
| 19 |
刘春晖 |
IEEE MSN'19 |
Enabling Safety-Critical and Computation-Intensive IoV Applications via Vehicular Fog Computing |
2019.12 |
中国深圳 |
| 20 |
揭会林 |
CWSN’19 |
A Fast Offline Database Construction Mechanism for Wi-Fi Fingerprint Based Localization Using Ultra-Wideband Technology |
2019.10 |
中国重庆 |
| 21 |
刘春晖 |
CWSN’19 |
基于雾计算的交通异常检测预警系统 |
2019.10 |
中国重庆 |
| 22 |
金飞宇 |
IEEE ICC'19 |
A Zero Site-Survey Overhead Indoor Tracking System using Particle Filter |
2019.05 |
中国上海 |
| 23 |
肖颗 |
WCNC'19 |
A Fog Computing Paradigm for Efficient Information Services in VANET |
2019.04 |
摩洛哥马拉喀什 |
| 24 |
戴朋林 |
IEEE NAS’18 |
An Adaptive Task Assignment Scheme for Data Service in Heterogeneous Vehicular Networks |
2018.10 |
中国重庆 |
| 25 |
张浩 |
IEEE UIC’18 |
An Annulus Local Search based Localization (ALSL) Algorithm in Indoor Wi-Fi Environments |
2018.10 |
中国广州 |
| 26 |
张浩 |
ECIA’18 |
A Kalman Filter based Indoor Tracking System via Joint Wi-Fi/PDR Localization. |
2018.10 |
中国广州 |
| 27 |
金飞宇 |
IEEE SECON’18 |
Towards Scalable Indoor Localization with Particle Filter and WiFi Fingerprint |
2018.06 |
中国香港 |
| 28 |
王俊华 |
IEEE HPCC'16 |
Cooperative Information Services Based on Predictable Trajectories in Bus-VANETs |
2016.12 |
澳大利亚悉尼 |
| 29 |
戴朋林 |
IEEE LCN'16 |
Towards Real-Time and Temporal Information Services in Vehicular Networks via Multi-Objective Optimization |
2016.11 |
迪拜 |
| 30 |
戴朋林 |
IEEE UIC'16 |
A Convex Optimization Based Autonomous Intersection Control Strategy in Vehicular Cyber-Physical System |
2016.07 |
法国图卢兹 |
| 31 |
王俊华 |
ICA3PP’15 |
An Efficient Cluster-based Data Sharing Algorithm for Bidirectional Road Scenario in Vehicular Ad-hoc Networks |
2015.11 |
中国张家界 |
| 32 |
戴朋林 |
IEEE ITSC'15 |
Vehicle Assisted Data Update for Temporal Information Service in Vehicular Networks |
2015.09 |
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