个人简介

教育经历

2015–2018 博士学位 法国索邦大学(Sorbonne University)(原巴黎第六大学)
    导师:张大庆Fellow, IEEE)、Thi-Mai-Trang NGUYEN
2010–2016 博士学位 浙江大学 计算机学院CCNT实验室
    导师:潘 纲
2006–2010 学士学位 浙江大学 竺可桢学院(混合班) 计算机科学专业

工作经历

2013–2015 助理研究员 法国科学院国立电信研究院,合作导师:Jérémie Jakubowicz
2009–2010 研究实习生 IBM 上海研发中心


[Google Scholar]     [Research Gate]     [DBLP]      [ORCID]




研究方向




课题项目

  • 群智交通需求优化, 国家自然科学基金青年项目, 2019–2021
  • 城市智能计算方法, 福建省自然科学基金面上项目, 2018–2021
  • 城市规划管理平台, 中央高校基本科研业务费(校长基金), 2017–2019
  • 在线开放课程建设, 中央高校教育教学改革专项资金, 2019–2020
  • 人工智能合理用药, 企业合作项目,2019-2020




新闻动态

2019/07: 我们在深度学习城中村识别方面的工作已被ACM UbiComp’19录用为Poster(CCF A类)。

2019/07: 我们在城市功能区识别和动态感知方面的工作已被Springer FCS期刊录用(JCR 四区)。

2019/06: 热烈庆祝第三届CCF智能感知与城市计算前沿论坛在厦门大学成功举办!

2019/04: 热烈祝贺邵云婷、郭瑞英同学的两篇论文被IEEE UIC会议录用(CCF-C类,录取率约30%)!

2019/03: 祝贺研究生郭瑞英、本科生黄靖淳等同学在移动感知大数据智能分析方面的工作获得第十六届“挑战杯”大学生课外学术科技作品竞赛福建省二等奖

2018/11: 祝贺研究生郭瑞英同学在旅游景区画像方面的工作获得2018年中国地理信息科学理论与方法学术年会优秀论文二等奖[获奖证书] [新闻稿].

2018/10: 我们指导的厦大马来西亚分校学生团队(黄浩轩等同学)获得2018年“创青春”浙大双创杯全国大学创业大赛国际名校邀请赛铜奖[获奖证书] [新闻报道]

2018/09: 祝贺研究生刘妍同学在城市画像方面的工作获得第十四届全国普适计算学术会议(PCC 2018)最佳论文奖[获奖证书] [新闻稿]

2018/07: 我们在大数据驱动的移动网络优化工作已被Elsevier JNCA期刊录用(IF 3.991)。

2017/12: 数字福建城市交通大数据研究所(厦门大学)与摩拜单车启动战略合作。[新闻报道]

2017/09: 我们在灾后道路障碍检测的工作已被ACM UbiComp 2018会议录用(CCF-A 类)。

2016/09: 我们在公共自行车系统需求预测的工作获得ACM UbiComp 2016 Honorable Mention Award (CCF-A 类,最佳论文候选奖)。

2015/09: 我们在公共自行车系统的优化选址的工作获得ACM UbiComp 2015 Honorable Mention Award (CCF-A 类,最佳论文候选奖)。




论文发表

Total: 26          CCF-A: 4          SCI-II: 4          Recent 5 years: 23         

代表性文章

  1. Longbiao Chen, Tianqi Xie, Xueyi Wang, Cheng Wang
    Identifying Urban Villages from City-Wide Satellite Imagery Leveraging Mask R-CNN
    The ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’19 Poster), London, UK, 2019 [Accepted]
    CCF Rank A         [PDF]

  2. Longbiao Chen, Xiaoliang Fan, Leye Wang, Zhiyong Yu, Johnthan Li, Daqing Zhang, Thi-Mai-Trang Nguyen, Gang Pan, Cheng Wang*
    RADAR: Road Obstacle Identification for Disaster Response Leveraging Multi-Source Urban Data
    The ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’18), Singapore, 2018.
    CCF Rank A, CORE Rank A*         [PDF] [ACM DL]

  3. Longbiao Chen, Dingqi Yang, Daqing Zhang, Cheng Wang, Jonathan Li, Thi-Mai-Trang Nguyen*
    Deep Mobile Traffic Forecast and Complementary Base Station Clustering for C-RAN Optimization
    Journal of Network and Computer Applications (JNCA), 121: 59–69, 2018
    JCR Section II, IF 3.991         [PDF] [ScienceDirect]

  4. Longbiao Chen, Jérémie Jakubowicz, Dingqi Yang, Daqing Zhang, Gang Pan*
    Fine-Grained Urban Event Detection and Characterization Based on Tensor Cofactorization
    IEEE Transactions on Human-Machine Systems (T-HMS), 47(3): 380–391, 2017
    JCR Section III, CCF Rank B, IF 3.332         [PDF] [IEEE Xplore] [WoS Citation: 1]

  5. Longbiao Chen, Daqing Zhang, Leye Wang, Dingqi Yang, Xiaojuan Ma, Shijian Li, Zhaohui Wu, Gang Pan*, Thi-Mai-Trang Nguyen, Jérémie Jakubowicz
    Dynamic Cluster-Based Over-Demand Prediction in Bike Sharing Systems
    The ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’16), Heidelberg, Germany, 2016
    CCF Rank A, CORE Rank A*, Honorable Mention Award         [Slides] [PDF] [ACM DL]

  6. Longbiao Chen, Daqing Zhang*, Xiaojuan Ma, Leye Wang, Shijian Li, Zhaohui Wu, Gang Pan
    Container Port Performance Measurement and Comparison Leveraging Ship GPS Traces and Maritime Open Data
    IEEE Transactions on Intelligent Transportation Systems (T-ITS), 17(5): 1227–1242, 2016
    JCR Section II, IF 4.051         [PDF] [Dataset] [IEEE Xplore] [WoS Citation: 10]

  7. Dingqi Yang, Daqing Zhang, Longbiao Chen, Bingqing Qu
    NationTelescope: Monitoring and Visualizing Large-Scale Collective Behavior in LBSNs
    Journal of Network and Computer Applications (JNCA), 55: 170–180, 2015
    JCR Section I, IF 3.991         [PDF] [ScienceDirect] [WoS Citation: 9]

  8. Longbiao Chen, Daqing Zhang, Gang Pan*, Xiaojuan Ma, Dingqi Yang, Wangsheng Zhang, Kostadin Kushlev, Shijian Li
    Bike Sharing Station Placement Leveraging Heterogeneous Urban Open Data
    The ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’15), Osaka, Japan, 2015
    CCF Rank A, CORE Rank A*, Honorable Mention Award         [Slides] [PDF] [ACM DL]

  9. Longbiao Chen, Daqing Zhang, Gang Pan*, Leye Wang, Xiaojuan Ma, Chao Chen, Shijian Li
    Container Throughput Estimation Leveraging Ship GPS Traces and Open Data
    The ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp’14), Seattle, USA, 2014
    CCF Rank A, CORE Rank A*         [Slides] [PDF] [Dataset] [ACM DL]


其他文章(按时间顺序)  ==> View

  1. Zhihan Jiang, Yan Liu, Xiaoliang Fan, Cheng Wang, Jonathan Li, Longbiao Chen*.
    Understanding Urban Structures and Crowd Dynamics Leveraging Large-Scale Vehicle Mobility Data
    Frontiers of Computer Science (FCS), 2019. [Accepted]
    JCR Section IV, IF 1.129         [PDF] [SpringerLink]

  2. Miaolian Wu, Linghong Hong, Yonggen Zhao, Jue Wang, Longbiao Chen*
    Dosage Prediction in Pediatric Medication Leveraging Prescription Big Data
    IEEE Access, 2019 [Accepted]
    JCR Section II        

  3. Yunting Shao, Linghong Hong, Jinzhun Wu, Binbin Zhou, Ming Cheng, Cheng Wang, Longbiao Chen*
    iDrug: Pediatric Drug Interaction Modeling and Risk Evaluation Leveraging Prescription Big Data
    The 16th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’19), Leicester, UK, 2019. [Accepted]
    CCF Rank C        

  4. Ruiying Guo, Zhihan Jiang, Jingchun Huang, Jianrong Tao, Cheng Wang, Jonathan Li, Longbiao Chen*
    BikeNet: Accurate Bike Demand Prediction Using Graph Neural Networks for Station Rebalancing
    The 16th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’19), Leicester, UK, 2019. [Accepted]
    CCF Rank C        

  5. Longbiao Chen, Zhihan Jiang, Jiangtao Wang, Yasha Wang
    Data-Driven Bike Sharing System Optimization: State of the Art and Future Opportunities
    The 2019 International Conference on Embedded Wireless Systems and Networks (EWSN’19), Beijing, China, 2019
    [PDF] [ACM DL]

  6. Longbiao Chen, Linjin Liu, Xiaoliang Fan, Johnthan Li, Cheng Wang, Gang Pan, Jérémie Jakubowicz, Thi-Mai-Trang Nguyen*
    Complementary base station clustering for cost-effective and energy-efficient cloud-RAN
    The 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’17), San Francisco, CA, 2017
    CCF Rank C         [PDF] [IEEE Xplore]

  7. Longbiao Chen, Xiaojuan Ma, Thi-Mai-Trang Nguyen, Gang Pan, Jérémie Jakubowicz*
    Understanding Bike Trip Patterns Leveraging Bike Sharing System Open Data
    Frontiers of Computer Science (FCS), 11(1): 38–48, 2017
    JCR Section IV, IF 1.129         [PDF] [SpringerLink]

  8. Yujie Wang, Xiaoliang Fan, Xiao Liu, Chuanpan Zheng, Longbiao Chen, Cheng Wang, Jonathan Li
    Unlicensed Taxis Detection Service based on Large-Scale Vehicles Mobility Data
    The 24th International Conference on Web Services (ICWS’17), Honolulu, Hawaii, USA, 2017
    CCF Rank B         [IEEE Xplore]

  9. Longbiao Chen, Leye Wang, Daqing Zhang, Shijian Li, Gang Pan
    EnUp: Energy-Efficient Data Uploading for Mobile Crowd Sensing Applications
    The 13th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’16), Toulouse, France, 2016
    CCF Rank C         [IEEE Xplore]

  10. Leye Wang, Xiao Han, Longbiao Chen
    An Empirical Study on Preference Distribution of Facebook Users
    2016 International IEEE Conferences on Ubiquitous Intelligence & Computing (UIC’16), Toulouse, France, 2016
    CCF Rank C         [IEEE Xplore]

  11. Longbiao Chen, Daqing Zhang, Gang Pan, Shijian Li
    Port Sensing and Computing Based on Maritime Big Data
    Geo-Information Science (GIS), 18(11): 423-438, 2016
    Chinese Core Journal [In Chinese]         [Link]

  12. Linghong Hong, Miaolian Wu, Yonggen Zhao, Jufei Yang, Longbiao Chen, Jue Wang
    Evaluation of the Clinical Medication Decision Support Software in Children’s Hospitals and Discussion on Its Improvement
    Chinese Pharmaceutical Journal (CPJ), 51(17): 1532-1536, 2016
    Chinese Core Journal [In Chinese]         [Link]

  13. Longbiao Chen, Dingqi Yang, Jérémie Jakubowicz, Gang Pan, Daqing Zhang, Shijian Li
    Sensing the Pulse of Urban Activity Centers Leveraging Bike Sharing Open Data
    The 12th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’15), Beijing, China, 2015
    CCF Rank C         [Slides] [PDF] [IEEE Xplore]

  14. Longbiao Chen, Jérémie Jakubowicz
    Inferring Bike Trip Patterns from Bike Sharing System Open Data
    2015 IEEE International Conference on Big Data (BigData’15 Poster), Santa Clara, USA, 2015
    [PDF] [IEEE Xplore]

  15. Longbiao Chen, Gang Pan, Shijian Li
    Smartphone: Pervasive Sensing and Applications
    Chinese Journal of Computers (CJC), 38.2 (2015): 423-438
    Chinese Core Journal [In Chinese]         [PDF] [CCF Link]

  16. Yuqiong Xu, Zhiqiang Ye, Longbiao Chen, Gang Pan, Shijian Li
    TaskShadow-W: NFC-triggered Migration of Web Browsing across Personal Devices
    The 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing Adjunct (UbiComp’13 Poster), Zurich, Switzerland, 2013
    [PDF] [ACM DL]

  17. Yifan Zhao, Longbiao Chen, Chao Teng, Shijian Li, Gang Pan
    GreenBicylcing: A Smartphone-based Public Bicycle Sharing System for Healthy Life
    The 2013 IEEE International Conference on Cyber, Physical and Social Computing (iThings/CPSCom’13), Beijing, China, 2013
    [PDF] [IEEE Xplore]

  18. Sha Zhao, Longbiao Chen, Shijian Li, Gang Pan
    iCPS-Car: An Intelligent Cyber-physical System for Smart Automobiles
    The 2013 IEEE International Conference on Cyber, Physical and Social Computing (iThings/CPSCom’13), Beijing, China, 2013
    [IEEE Xplore]

  19. Longbiao Chen, Gang Pan, Shijian Li
    Touch-driven Interaction via an NFC-enabled Smartphone
    The 10th IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom’12 Workshops), Lugano, Switzerland, 2012
    [PDF] [IEEE Xplore] [VIDEO]

  20. Longbiao Chen, Yaochun Li, Zeming Zheng, Li Zhang, Dan He, Xiaolong Li, Sha Zhao, Shijian Li, Gang Pan
    WaterLady: A Case Study for Connecting Physical Devices into Social Networks
    The 9th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’12), Fukuoka, Japan, 2012
    CCF Rank C         [PDF] [IEEE Xplore]

  21. Longbiao Chen, Gang Pan, Shijian Li
    Touch-driven Interaction Between Physical Space and Cyberspace with NFC
    The 4th IEEE International Conference on Cyber, Physical and Social Computing (iThings/CPSCom’11), Dalian, China, 2012
    [PDF] [IEEE Xplore]




教学工作




学术活动

2018/09/15,天津,PCC青年学者技术论坛:智慧城市群智计算,受邀讲者。

2018/09/14,天津,2018年和谐人机环境联合学术会议(HHME’18)技术讲座,论坛主席。

2018/05/29,重庆,第二届CCF智能感知与城市计算前沿论坛,受邀讲者。

2017/10/25,福州,首届CCF智能感知与城市计算前沿论坛,受邀讲者。

2017/07/26,青岛,FCS特别论坛 — 普适计算与智慧城市,受邀讲者。

2017/07/26,青岛,2017年和谐人机环境联合学术会议(HHME’17)技术讲座,论坛主席。




学术服务

学术组织

国际会议

  • PCC: 全国普适计算学术会议. 技术讲座主席, 程序委员 (2017 – 2019).
  • IEEE UIC: IEEE International Conference on Ubiquitous Intelligence and Computing. 程序委员 (2016 – 2019).
  • IEEE ICC: IEEE International Conference on Communications (Symposium). 程序委员 (2019).
  • IEEE ICWS: IEEE International Conference on Web Services. 程序委员 (2019).
  • ChineseCSCW: 全国协同计算学术会议. 程序委员 (2018).
  • MobileSPC: International Conference on Mobile Systems and Pervasive Computing. 分会主席 (2017 – 2019).

主要期刊

  • Guest Editor: IET Smart Cities
  • Reviewer: ACM IMWUT/UbiComp, ACM T-OMM, IEEE T-ITS, IEEE T-VT, IEEE Computer, IEEE ITPro, Springer PUC, IET ITS




链接