您现在的位置是: 李凡

硕士生导师

姓名:李凡
所在学科:计算机科学与技术
职称:教授
联系电话:
E-mail:fli AT bit.edu.cn
通信地址:北京理工大学中心教学楼806

个人信息

李凡,博士,教授,博士生导师。北京理工大学计算机学院先进网络与数据安全研究所副所长。

2008年5月毕业于美国北卡罗来纳大学,获工学博士学位;2004年1月毕业于美国特拉华大学,获硕士学位;1998年毕业于华中科技大学,获学士学位。

长期从事计算机网络与移动计算领域的教学科研工作,主要研究方向包括智能感知、无线网络、移动计算、物联网、边缘计算、无线传感网、和车联网等。 作为负责人承担了国家自然科学基金、北京市自然科学基金等国家级、省部级科研项目10余项。在IEEE TMC、IEEE TPDS、IEEE TC、IEEE TVT、IEEE INFOCOM、ACM UBICOMP、ACM MOBIHOC、ICDCS、ICPP、IWQoS等著名国际期刊及会议上发表SCI/EI检索学术论文130余篇; 获IEEE国际移动自组织和传感器系统会议 (IEEE MASS 2013)最佳论文奖、2013年IEEE国际性能计算和通信会议(IEEE IPCCC 2013)最佳论文奖、2014年ACM国际移动自组织网络和计算会议 (ACM MOBIHOC 2014)大会最佳论文奖、和2015年清华大学学报英文版Tsinghua Science and Technology年度最佳论文奖。据Google Scholar 统计,论文总引用数达4000余次。获全国高校物联网应用创新大赛最佳指导教师奖。授权国家发明专利20余项。

担任IEEE IPCCC 2018程序委员会主席;IEEE BIGCOM、IPCCC出版主席;IWQoS宣传主席;ACM中国图灵大会成果展示主席;中国计算机学会物联网专委委员,ACM SIGBED CHINA常务委员。

指导学生参加国家级竞赛,获全国一等奖6项、全国二等奖十余项;指导研究生获得博士、硕士研究生国家奖学金等奖项;指导本科生参加国家级及北京市级大学生创新项目。


科研方向

智能感知、计算机网络、移动计算、物联网、边缘计算、无线传感网、和车联网等


代表性学术成果

A类会议

[1] Yetong Cao, Huijie Chen, Fan Li*, Yu Wang, “CanalScan: Tongue-Jaw Movement Recognition via Ear Canal Deformation Sensing”, in Proceedings of IEEE 40th Conference on Computer Communications (INFOCOM 2021), Virtual conference, May 2021. (A类会议)

[2] Yadong Xie, Fan Li*, Yue Wu, Yu Wang, “HearFit: Fitness Monitoring on Smart Speakers via Active Acoustic Sensing”, in Proceedings of IEEE 40th Conference on Computer Communications (INFOCOM 2021), Virtual conference, May 2021. (A类会议)

[3] Yetong Cao, Huijie Chen, Fan Li*, Song Yang, Yu Wang, “AWash: Handwashing Assistance for the Elderly with Dementia via Wearables”, in Proceedings of IEEE 40th Conference on Computer Communications (INFOCOM 2021), Virtual conference, May 2021. (A类会议)

[4] Yetong Cao, Qian Zhang, Fan Li*, Song Yang and Yu Wang, “PPGPass: Nonintrusive and Secure Mobile Two-Factor Authentication via Wearables”, in Proceedings of IEEE 39th Conference on Computer Communications (INFOCOM 2020), Beijing, China, April 2020. (A类会议)

[5] Huijie Chen, Fan Li*, Wan Du, Song Yang, Matthew Conn, Yu Wang, “Listen to Your Fingers: User Authentication based on Geometry Biometrics of Touch Gesture”, in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Article No.75, September, 2020; orally presented at 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UBICOMP 2020). (A类会议)

[6] Yadong Xie, Fan Li*, Yue Wu, Song Yang, and Yu Wang, “D3-Guard: Acoustic-based Drowsy Driving Detection Using Smartphones”, in Proceedings of IEEE 38th Conference on Computer Communications (INFOCOM 2019), Paris, France, April 2019. (A类会议)

[7] Huijie Chen, Fan Li*, Xiaojun Hei, and Yu Wang, “CrowdX: Enhancing Automatic Construction of Indoor Floorplan with Opportunistic Encounters”, in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Volume: 2, Issue: 4, Article No.: 159, December 2018; will be orally present at 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UBICOMP 2019). (A类会议)

[8] Huijie Chen, Fan Li*, and Yu Wang, "EchoTrack: Acoustic Device-free Hand Tracking on Smart Phones", in Proceedings of IEEE 36th Conference on Computer Communications (INFOCOM 2017), Atlanta, Georgia, May 2017.(A类会议)

[9] Fan Li, Yu Wang, “Circular Sailing Routing for Wireless Networks”, in proceedings of 27th IEEE International Conference on Computer Communications (IEEE INFOCOM 2008), Phoenix, Arizona, April, 2008.(A类会议)

[10] Yu Wang, Dingbang Xu, Xiao He, Chao Zhang, Fan Li, and Bin Xu, "L2P2: Location -aware Location Privacy Protection for Location-based Services", in Proceedings of the 31st IEEE Conference on Computer Communications (INFOCOM 2012), Orlando, Florida, March 2012. (A类会议)


A类期刊

[11] Yue Wu, Fan Li*, Yadong Xie, Song Yang, and Yu Wang, “HDSpeed: Hybrid Detection of Vehicle Speed via Acoustic Sensing on Smartphones”, IEEE Transactions on Mobile Computing, early access, DOI: 10.1109/TMC.2020.3048380 (A类期刊)

[12] Yadong Xie, Fan Li*, Member, IEEE, Yue Wu, Song Yang, Member, IEEE, and Yu Wang ,“HearSmoking: Smoking Detection in Driving Environment via Acoustic Sensing on Smartphones”, IEEE Transactions on Mobile Computing, early access, DOI: 10.1109/TMC.2020.3048380. (A类期刊)

[13] Song Yang, Fan Li, Stojan Trajanovski, Ramin Yahyapour, Xiaoming Fu, “Recent Advances of Resource Allocation in Network Function Virtualization”, IEEE Transactions on Parallel and Distributed Systems, Volume: 32, Issue: 2, Page(s): 295 – 314, February 2021. (A类期刊)

[14] Yadong Xie, Fan Li*, Yue Wu, Song Yang, and Yu Wang, “Real-Time Detection for Drowsy Driving via Acoustic Sensing on Smartphones”, IEEE Transactions on Mobile Computing, early access, 10.1109/TMC.2020.2984278. (A类期刊)

[15] Song Yang, Fan Li, Stojan Trajanovski, Xu Chen, Yu Wang, Xiaoming Fu, “Delay-Aware Virtual Network Function Placement and Routing in Edge Clouds”, IEEE Transactions on Mobile Computing, Volume: 20, Issue: 2, Pages: 445 - 459, February 2021. (A类期刊)

[16] Fan Li*, Zhiyuan Yin, Shaojie Tang, Yu Cheng, and Yu Wang, "Optimization Problems in Throwbox-Assisted Delay Tolerant Networks: Which Throwboxes to Activate? How Many Active Ones I Need?", IEEE Transactions on Computers, 2016. (A类期刊)

[17] Fan Li*, Siyuan Chen, Minsu Huang, Zhiyuan Yin, Chao Zhang, and Yu Wang, "Reliable Topology Design in Time-Evolving Delay-Tolerant Networks with Unreliable Links", IEEE Transactions on Mobile Computing, 2015. (A类期刊)

[18] Ke Xu, Meng Shen*, Hongying Liu, Jiangchuan Liu, Fan Li, and Tong Li, "Achieving Optimal Traffic Engineering Using a Generalized Routing Framework", IEEE Transactions on Parallel and Distributed Systems, 2016. (A类期刊)


B类会议及期刊

[19] Qian Zhang, Fan Li*, Song Yang, and Yu Wang, “W3W: Energy Management of Hybrid Energy Supplied Sensors for Internet of Things”, ACM Transactions on Sensor Networks (TOSN), Volume 15 Issue 1, Article No. 10, February 2019.(B类期刊)

[20] Dongdi Zhao, Fan Li*, Kashif Sharif, Guangmin Xia, and Yu Wang, “Space Efficient Quantization for Deep Convolutional Neural Networks”, Journal of Computer Science and Technology, to appear. (B类期刊)

[21] Fan Li, Zhuo Li, Kashif Sharif, Yang Liu, and Yu Wang, " Multi-layer-Based Opportunistic Data Collection in Mobile Crowdsourcing Networks", World Wide Web Journal, pp 1-20 , Volume 21, Issue 3, pp 783–802, May 2018. (B类期刊)

[22] Qian Zhang, Yetong Cao, Huijie Chen, Fan Li, Song Yang, Yu Wang, Zheng Yang and Yunhao Liu, “airFinger: Micro Finger Gesture Recognition via NIR Light Sensing for Smart Devices”, in Proceedings of the 40th IEEE International Conference on Distributed Computing Systems (IEEE ICDCS 2020), Singapore, July, 2020. (B类期刊)

[23] Huijie Chen, Fan Li*, and Yu Wang, "EchoLoc: Accurate Device-free Hand Localization using COTS Devices" in ICPP 2016. (B类会议)

[24] Hanshang Li, Ting Li, Fan Li, Weichao Wang, and Yu Wang, "Enhancing Participant Selection through Caching in Mobile Crowd Sensing" in IWQoS 2016.(B类会议)

[25] Yaqin Zhou, Qiuyuan Huang, Fan Li*, Xiang-Yang Li, Min Liu, Zhongcheng Li and Zhiyuan Yin, "Almost Optimal Channel Access in Multi-Hop Networks with Unknown Channel Variables", in IEEE ICDCS 2014, 2014. (B类会议)


SCI一区期刊

[26] Yongchuan Wang, Song Yang, Fan Li*, Yue Wu, and Yu Wang, “FallViewer: A Fine-grained Indoor Fall Detection System with Ubiquitous Wi-Fi Devices”, IEEE Internet of Things Journal, to appear. (SCI 一区期刊)

[27] Youqi Li, Fan Li*, Song Yang, Pan Zhou, Liehuang Zhu, Yu Wang, “Three-stage Stackelberg Long-term Incentive Mechanism and Monetization for Mobile Crowdsensing: An Online Learning Approach“, IEEE Transactions on Network Science and Engineering, early access, DOI:10.1109/TNSE.2021.3057394. (SCI 一区期刊)

[28] Song Yang, Nan He, Fan Li, Stojan Trajanovski, Xu Chen, Yu Wang, Xiaoming Fu, “Survivable Task Allocation in Cloud Radio Access Networks with Mobile Edge Computing”, IEEE Internet of Things Journal, Volume: 8, Issue: 2, Pages: 1095-1108, January 2021. (SCI 一区期刊)

[29] Zohaib Latif, Kashif Sharif*, Fan Li*, Md Monjurul Karim, Sujit Biswas, and Yu Wang, “A comprehensive survey of interface protocols for software defined networks”, Journal of Network and Computer Applications, Volume 156, 102563, April 2020. (SCI 一区期刊)

[30] Iqal Alam, Kashif Sharif*, Fan Li*, Zohaib Latif, M. M. Karim, Sujit Biswas, Boubarkr Nour, Yu Wang, “A Survey of Network Virtualization Techniques for Internet of Things using SDN and NFV”, ACM Computing Surveys, Vol. 53, No. 2, Article No.: 35, April 2020. (SCI 一区期刊)

[31] Youqi Li, Fan Li*, Song Yang, Huijie Chen, Qian Zhang, Yue Wu, and Yu Wang, “PTASIM: Incentivizing Crowdsensing with POI-tagging cooperation over Edge Clouds”, IEEE Transactions on Industrial Informatics, Volume: 16, Issue: 7, Pages: 4823 - 4831, July 2020. (SCI 一区期刊)

[32] Sujit Biswas, Kashif Sharif*, and Fan Li*, Sabita Maharanjan, Yu Wang, “PoBT: A Light Weight Consensus Algorithm for Scalable IoT Business Blockchain”, IEEE Internet of Things Journal, Volume: 7, Issue: 3, Pages: 2343 - 2355, 2020. (SCI 一区期刊)

[33] Song Yang, Fan Li*, Ramin Yahyapour, and Xiaoming Fu, “Delay-Sensitive and Availability-Aware Virtual Network Function Scheduling for NFV”, IEEE Transactions on Services Computing, early access, 10.1109/TSC.2019.2927339. (SCI 一区期刊)

[34] Youqi Li, Fan Li*, Song Yang, Yue Wu, Huijie Chen, Kashif Sharif, and Yu Wang, “MP-Coopetition: Competitive and Cooperative Mechanism for Multiple Platforms in Mobile Crowd Sensing”, IEEE Transactions on Services Computing, Page(s): 1–1, 2019. 10.1109/TSC.2019.2916315 (SCI 一区期刊)

[35] Boubakr Nour, Kashif Sharif, Fan Li, Song Yang, Hassine Moungla, and Yu Wang, “ICN Publisher-Subscriber Models: Challenges and Group-based Communication”, IEEE Network, Page(s): 1-8, August 2019. (SCI 一区期刊)

[36] Song Yang, Fan Li*, Meng Shen, Xu Chen, Xiaoming Fu, and Yu Wang, “Cloudlet Placement and Task Allocation in Mobile Edge Computing”, IEEE Internet of Things Journal, Volume: 6, Issue: 3, Pages: 5853-5863, 2019. (SCI 一区期刊)

[37] Yue Wu, Fan Li*, Liran Ma, Yadong Xie, Ting Li, Yu Wang, “A Context-Aware Multi-Armed Bandit Incentive Mechanism for Mobile Crowd Sensing Systems”, IEEE Internet of Things Journal, Volume: PP, Issue: 99, Pages: 1-1, 2019.(SCI 一区期刊)

[38] Qian Zhang, Fan Li*, and Yu Wang, “Mobile Crowd Wireless Charging towards Re-chargeable Sensors for Internet of Things”, IEEE Internet of Things Journal, Volume: 5, Issue: 6, Pages: 5337-5347, December 2018. (SCI 一区期刊)

[39] Sujit Biswas, Kashif Shaif, Fan Li*, Boubakr Nour, Yu Wang, “Scaling Blockchain Framework for Secure Transactions in IoT”, IEEE Internet of Things Journal, October, 2018. (SCI 一区期刊)

[40] Huijie Chen, Fan Li*, Yu Wang, “SoundMark: Accurate Indoor Localization via Peer-Assisted Dead Reckoning”, IEEE Internet of Things Journal, Volume: 5, Issue: 6, Pages: 4803-4815, December 2018.(SCI 一区期刊)


最佳论文奖

[41] Fan Li*, Hong Jiang, Yu Wang, Xin Li, Mingzhong Wang, Tabouche Abdeldjalil, "SEBAR: Social Energy BAsed Routing Scheme for Mobile Social Delay Tolerant Networks", in IPCCC 2013. (C类会议,最佳论文奖)

[42] Fan Li*, Siyuan Chen, Shaojie Tang, Xiao He, Yu Wang, "Efficient Topology Design in Time-Evolving and Energy-Harvesting Wireless Sensor Networks", in MASS 2013。( C类会议,最佳论文奖)

[43] Cheng Wang, Shaojie Tang, Lei Yang, Yi Guo, Fan Li, Changjun Jiang, "Modeling Data Dissemination in Online Social Networks: A Geographical Perspective on Bounding Network Traffic Load", in ACM MOBIHOC 2014. (B类会议,最佳论文奖)

[44] Fan Li*, Xiao He, Siyuan Chen, Libo Jiang, and Yu Wang, "Traffic Load Distribution of Circular Sailing Routing in Dense Multihop Wireless Networks", Tsinghua Science and Technology, Vol.18, No.3, PP: 220-229, June 2013. (2015年度最佳论文奖)


承担科研情况

1. 国家自然科学基金,面向车辆安全驾驶的智能感知关键技术研究 (No. 62072040),2021.1-2024.12,负责人:李凡

2. 国家自然科学基金,群智感知系统中数据质量保证关键技术研究 (No. 61772077),2018.1-2021.12,负责人:李凡

3. 北京市自然科学基金,面向群智感知系统的位置感知数据筛选关键技术研究 (No. 4192051),2019.1-2021.12,负责人:李凡

4. 国家自然科学基金重点项目(课题负责人),无源感知网络基础理论与关键技术 (No. 61432015), 2015-2019,课题负责人:李凡

5. 国家自然科学基金,面向移动社交网络的容迟网络路由协议研究 (No. 61370192),2014.1-2017.12,负责人:李凡

6. 国家自然科学基金,三维无线传感器网络路由协议设计和拓扑控制研究 (No. 60903151),2010.1-2012.12,负责人:李凡

7. 北京市自然科学基金,首都车载物联网关键技术研究 (No. 4122070),2012.1-2014.12,负责人:李凡

8. 教育部留学回国人员科研启动基金,能量高效的三维无线传感器网络路由协议设计,2012.01-2013.12,负责人:李凡

9. 教育部产学合作协同育人项目,人工智能传感器应用实验教学资源开发(No. 201702048063),2017年第二批,负责人:李凡


所获奖励

1. IEEE国际性能计算和通信会议IEEE IPCCC 2013唯一最佳论文奖(International Performance Computing and Communications Conference), San Diego, CA, USA, 2013

2. IEEE国际移动自组织网络和传感器系统会议IEEE MASS 2013理论方向最佳论文奖(IEEE International Conference on Mobile Ad hoc and Sensor Systems), Hangzhou, China, 2013

3. ACM国际移动自组织网络和计算会议ACM MOBIHOC 2014唯一最佳论文奖(International Symposium on Mobile Ad Hoc Networking and Computing), Philadelphia, PA, USA, 2014

4. Tsinghua Science and Technology期刊2015年度最佳论文奖。

5. 全国高校物联网应用创新大赛创意赛国家一等奖, 2014、2015、2016、2017

6.. 全国高校物联网应用创新大赛最佳指导教师奖, 2014、2015、2016、2017、2018

8. 国际移动Ad-hoc网络(MANIAC Challenge)比赛最佳性能奖, Washington, DC, 2007

9. 国际移动Ad-hoc网络(MANIAC Challenge)比赛最佳陈述奖, Washington, DC, 2007


社会兼职

1. IEEE International Performance Computing and Communications Conference (IPCCC), TPC Chair 程序委员会主席, 2018; Publication Chair 出版主席, 2017; Publicity Chair 宣传主席, 2016

2. International Conference on Embedded Wireless Systems and Networks (EWSN), Local Arrangement Chair 本地主席, 2019

3. ACM Turing Celebration Conference – China (TURC), Poster Chair 成果展示主席, 2019, 2018, 2017,

4. IEEE/ACM International Symposium on Quality of Service (IWQoS), Publicity Chair 宣传主席, 2016

International Conference on Big Data Computing and Communications (BIGCOM), Publication Chair 出版主席2018, 2017, 2016

5. 物联网专委会委员

6. ACM SIGBED CHINA常务委员


备注

欢迎访问个人主页:http://teacher.bit.edu.cn/fli/