Xuefeng Liu (刘雪峰)

Associate Professor

School of Computer Science and Engineering, Beihang University

E-mail: liu_xuefeng@buaa.edu.cn

Phone: (010) 8231-7601

G1030, New Main Building, Beihang University, Beijing 100191, China
(北京航空航天大学新主楼G座1030房间)

个人简历

刘雪峰，男，博士，副教授，英国布里斯托大学航天工程系博士，2014年担任华中科技大学副教授，现任北京航空航天大学计算机学院副教授，主要从事分布式移动计算、并行计算等方面的研究工作，已在发表学术论文40余篇。主持和主要参与的项目包括国家自然科学基金面上项目3项、重点项目一项。目前主要围绕人工智能的分布式算法、物联网内的复杂信号处理展开研究。近年来，作为项目主持人承担了国家自然科学面上基金，并作为课题骨干参与了国家自然科学基金重点项目以及多类横向项目的研究，相关研究成果已在IEEE TMC、IEEE TOS、IEEE TPDS等本领域重要学术期刊和INFOCOM, RTSS等重要国际会议上发表论文40多篇。受邀担任IEEE TMC、IEEE ACCESS、INFOCOM等10多个重要国际期刊和会议的论文审稿人。

研究方向

[1] 深度学习的分布式计算、移动互联网、人工智能

[2] 群智感知与数据挖掘

[3] 信号处理

 主要研究项目

[1] 01/2020 – 12/2024 －   国家自然科学基金面上项目

项目名称：面向多机构医疗影像数据的深度网络模型分布式训练技术研究（61976012)，主持人

[2] 01/2016 – 12/2019 －   国家自然科学基金面上项目

项目名称：矩阵运算在无线传感器网络中的分布式化研究（61572218），主持人。

[3] 01/2014 – 12/2018 国家自然科学基金重点项目

项目名称：基于群体无意识协助的社会事件地理信息推断及空间关联（Unconsciously Collaborative Crowd Intelligence based Social Events Geo-Information Inference and Spatial Correlation Study）

[4] 06/2013 – 2015 香港理工大学合作项目

项目名称：基于无线信号的人体无接触感知技术（Non-invasive Sensing of  Human with WiFi）

最近5年的代表性论文

  1. Xuefeng, Liu, Tianye Yang, Shaojie Tang, Peng Guo, and Jianwei Niu, “From Relative Azimuth to Absolute Location: Pushing the Limit of PIR Sensor based Localization”, Mobicom 2020.
  2. Guo, Peng，Xuefeng Liu*; Tang, Shaojie; Cao, Jiannong, “Concurrently Wireless Charging Sensor Networks with Efficient Schedulin” IEEE Transactions on Mobile Computing (TMC), 2017/09 (CCF A 类期刊,影响因子2.912)
  3. Xuefeng Liu, Jiannong Cao, Shaojie Tang, Zongjian He, Jiaqi Wen, ‘Drive Now, Text Later: Nonintrusive Texting-while-Driving Detection using Smartphones’ IEEE Transactions on Mobile Computing (TMC 2016), (CCF A 类期刊,影响因子2.912)
  4. Xuefeng Liu, Jiaqi Wen, Jiannong Cao, Shaojie Tang, “InfraSee: An Unobtrusive Alertness System for Pedestrian Mobile Phone Users”, IEEE Transactions on Mobile Computing (TMC 2016), (CCF A 类期刊, 影响因子2.912)
  5. Xuefeng Liu, Jiannong Cao, Shaojie Tang, Jiaqi Wen, Peng Guo “Contactless Respiration Monitoring via WiFi Signals”, IEEE Transactions on Mobile Computing (TMC 2016) (CCF A 类期刊, 影响因子2. 912)
  6. Xuefeng Liu, Jiannong Cao, Shaojie Tang, Peng Guo, “Fault Tolerant Complex Event Detection in WSNs: A Case Study in Structural Health Monitoring” IEEE Transactions on Mobile Computing (TMC). 2015 (CCF A 类期刊, 影响因子2. 912)
  7. Xuefeng Liu, Jiannong Cao, Wenzhan Song, Peng Guo, Zongjian He, “Distributed Sensing for High-Quality Structural Health Monitoring using WSNs”, IEEE Transactions on Parallel and Distributed Systems (TPDS). 2014 (CCF A 类期刊, 影响因子2.17)
  8. Xuefeng Liu*, Jiannong Cao, Shaojie Tang, “Wi-Sleep: Contactless Sleep Monitoring via WiFi Signals”, IEEE Real-Time Systems Symposium (RTSS 2014), 2014. (CCF A 类会议)
  9. Xuefeng Liu*, Jiannong Cao, Shaojie Tang, “A Generalized Coverage-Preserving Scheduling in WSNs: a Case Study in Structural Health Monitoring” The 33nd Annual IEEE International Conference on Computer Communications (INFOCOM 2014), (CCF A 类会议)
  10. Xuefeng Liu, Jiannong Cao, Shaojie Tang, “Enabling Fast and Reliable Network-wide Event-triggered Wakeup in WSNs”, 34th IEEE Real-Time Systems Symposium (RTSS-2013), Dec 3 – 6, 2013. Vancouver, Canada (CCF A 类会议)
  11. Xuefeng Liu, Jiannong Cao, Shaojie Tang, “’Fault Tolerant Complex Event Detection in WSNs: A Case Study in Structural Health Monitoring’’ The 32nd Annual IEEE International Conference on Computer Communications (INFOCOM 2013), Italy, 2013. (CCF A 类会议)
  12. Xuefeng Liu, Jiannong Cao, et al., ‘Distributed Sensing for High Quality Structural Health Monitoring using Wireless Sensor Networks ‘,The 33rd IEEE Real-Time Systems Symposium (RTSS 2012) , 2012 San Juan, Puerto Rico . (CCF A 类会议)
  13. Xuefeng Liu, Jiannong Cao, Steven Lai, Chao Yang, Hejun Wu, Youlin Xu, “Energy Efficient Clustering for WSN-based Structural Health Monitoring”, 30th IEEE International Conference on Computer Communications (INFOCOM 2011), 2011, Shanghai, China. (CCF A 类会议)
  14. Peng Guo/Xuefeng Liu, Shaojie Tang, Jiannong Cao, “Enabling Generalized Coverage-Preserving Scheduling in Wireless Sensor Networks”, IEEE Transactions on Computers (TC 2015) (共同第一作者及通讯作者, CCF B 类期刊，影响因子1.659)
 

部分论文列表

书籍

  1. Xuefeng Liu, Jiannong Cao, “Smart Sensor Networks for Building Safety”, a chapter in Big Data Analytics for Sensor-Network Collected Intelligence (Elsevier), Hui-Huang Hsu, Chuan-Yu Chang and Ching-Hsien Hsu (Eds.). February 2017. pp. 241-255. ISBN: 978-0-128-09393-1.
  2. Xuefeng Liu, Shaojie Tang Xiaohua Xu, Using Smart Wireless Sensor Nodes for Structural Health Monitoring: Challenges, Opportunities and Solutions, “Intelligent Sensor Networks: Across Sensing, Signal Processing, and Machine Learning”
  3. Jiannong Cao, Xuefeng Liu, “Structural Health Monitoring using Wireless Sensor Networks”, a chapter in Mobile and Pervasive Computing in Construction (Wiley & Sons), Chimay J. Anumba and Xiangyu Wang (Eds.). July 2012. pp. 210.236.

部分期刊论文

  1. Jiaxing Shen, Jiannong Cao, Xuefeng Liu, “SNOW: Detecting Shopping Groups Using WiFi”, to appear in IEEE Internet of Things Journal. (2018).
  2. Jiaxing Shen, Jiannong Cao, Xuefeng Liu, Chisheng Zhang, “DMAD: Data-Driven Measuring of Wi-Fi Access Point Deployment in Urban Spaces”, ACM Transactions on Intelligent Systems and Technology (TIST). 9(1) (September 2017).
  3. Guo, Peng，Xuefeng Liu*; Tang, Shaojie; Cao, Jiannong, Lossless In-network Processing and Its Routing Design in Wireless Sensor Networks, IEEE Transactions on Industrial Informatics, 2017/10
  4. Guo, Peng，Xuefeng Liu*; Tang, Shaojie; Cao, Jiannong, Lossless In-network Processing in WSNs for Domain-specific Monitoring Applications, IEEE Transactions on Wireless Communications, 2017/10
  5. Xuefeng Liu, Jiannong Cao, Shaojie Tang, Zongjian He, Jiaqi Wen, ‘Drive Now, Text Later: Nonintrusive Texting-while-Driving Detection using Smartphones’ IEEE Transactions on Mobile Computing (TMC), Accepted to be appear (CCF A 类期刊,影响因子2.912)
  6. Xuefeng Liu, Jiaqi Wen, Jiannong Cao, Shaojie Tang, “InfraSee: An Unobtrusive Alertness System for Pedestrian Mobile Phone Users”, IEEE Transactions on Mobile Computing (TMC), 2016(CCF A 类期刊,影响因子2.912)
  7. Xuefeng Liu, Jiannong Cao, Shaojie Tang, Jiaqi Wen, Peng Guo “Contactless Respiration Monitoring via WiFi Signals”, IEEE Transactions on Mobile Computing (TMC), 2016 (CCF A 类期刊,影响因子2. 912)
  8. Xuefeng Liu, Jiannong Cao, Shaojie Tang, Jiaqi Wen “Enabling Reliable and Network-wide Wakeup in Wireless Sensor Networks”, IEEE Transactions on Wireless Communications (TWC 2015) (CCF B 类期刊, 影响因子2. 496)
  9. Peng Guo/Xuefeng Liu, Shaojie Tang, Jiannong Cao, “Enabling Generalized Coverage-Preserving Scheduling in Wireless Sensor Networks”, IEEE Transactions on Computers (TC 2015) (共同第一作者及通讯作者, CCF B 类期刊，影响因子1.659)
  10. Xuefeng Liu, Jiannong Cao, Shaojie Tang, Peng Guo, “Fault Tolerant Complex Event Detection in WSNs: A Case Study in Structural Health Monitoring” IEEE Transactions on Mobile Computing (TMC 2015) (CCF A 类期刊，影响因子2. 912)
  11. Xuefeng Liu, Jiannong Cao, Wenzhan Song, Peng Guo, Zongjian He, “Distributed Sensing for High-Quality Structural Health Monitoring using WSNs”, IEEE Transactions on Parallel and Distributed Systems (TPDS). 2014 (CCF A 类期刊, 影响因子2.17)
  12. Zongjian He, Jiannong Cao, Xuefeng Liu, “SDVN: Enabling Rapid Network Innovation for Heterogeneous Vehicular Communication Special Issue-Software Defined Wireless Networks”, IEEE Network Magazine 2015 (影响因子2.54)
  13. Md Zakirul Alam Bhuiyan, Guojun Wang, Jie Wu, Jiannong Cao, Xuefeng Liu, Tian Wang, “Dependable Structural Health Monitoring Using Wireless Sensor Networks”, IEEE Transactions on Dependable and Secure Computing (TDSC 2015).
  14. Junyao Guo, Xuefeng Liu, Chunxiao Jiang, Jiannong Cao, Yong Ren, Distributed Fault-Tolerant Topology Control in Cooperative Wireless Ad Hoc Networks,IEEE Transactions on Parallel and Distributed Systems (TPDS 2014) (CCF A 类期刊, 影响因子2.17)
  15. Chenshu Wu, Zheng Yang, Zimu Zhou,Xuefeng Liu, Yunhao Liu, Jiannong Cao “Non-invasive Detection of Moving and Stationary Human with WiFi, IEEE Journal on Selected Areas in Communications(JSAC) – 2014 (CCF A 类期刊,影响因子3.453)
  16. Zongjian He, Jiannong Cao, Xuefeng Liu, Shaojie Tang, “Who Sits Where? Infrastructure-free In-vehicle Cooperative Positioning via Smartphones”, Sensors 2015
  17. Weiping Zhu, Jiannong Cao, Henry Chan, Xuefeng Liu, Vaskar Raychoudhury, “Mobile RFID with a High Identification Rate”, IEEE Transactions on Computers (TC 2014).

会议论文

  1. Yuvraj Sahni, Jiannong Cao, Xuefeng Liu, “MidSHM: A Flexible Middleware for SHM Application Based on Service-Oriented Architecture”, 10th IEEE International Symposium on Service-Oriented System Engineering (SOSE 2016). March 29-April 1, 2016. Oxford, UK. pp. 126-135.
  2. Xuefeng Liu*, Jiannong Cao, Shaojie Tang, “Wi-Sleep: Contactless Sleep Monitoring via WiFi Signals”, IEEE Real-Time Systems Symposium (RTSS 2014) (CCF A 类会议)
  3. Xuefeng Liu*, Jiannong Cao, Shaojie Tang, “A Generalized Coverage-Preserving Scheduling in WSNs: a Case Study in Structural Health Monitoring” The 33nd Annual IEEE International Conference on Computer Communications (INFOCOM 2014), (CCF A 类会议)
  4. Xuefeng Liu, Jiannong Cao, Shaojie Tang, “Enabling Fast and Reliable Network-wide Event-triggered Wakeup in WSNs”, 34th IEEE Real-Time Systems Symposium (RTSS-2013), (CCF A 类会议)
  5. Xuefeng Liu, Jiannong Cao, Shaojie Tang, “’Fault Tolerant Complex Event Detection in WSNs: A Case Study in Structural Health Monitoring’’ The 32nd Annual IEEE International Conference on Computer Communications (INFOCOM 2013) (CCF A 类会议)
  6. Xuefeng Liu*, Jiannong Cao, et al., ‘Distributed Sensing for High Quality Structural Health Monitoring using Wireless Sensor Networks ‘,The 33rd IEEE Real-Time Systems Symposium (RTSS 2012) ,(CCF A 类会议)
  7. Xuefeng Liu*, Jiannong Cao, Steven Lai, Chao Yang, Hejun Wu, Youlin Xu, “Energy Efficient Clustering for WSN-based Structural Health Monitoring”, 30th IEEE International Conference on Computer Communications (INFOCOM 2011), (CCF A 类会议)
  8. Xuefeng Liu*, Jiannong Cao, Md. Zakirul Alam Bhuiyan, Steven Lai, Hejun Wu, and Guojun Wang, “Fault Tolerant WSN-based Structural Health Monitoring”, 41th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2011)
  9. Xuefeng Liu*, Jiannong Cao, Youlin Xu, Hejun Wu, Yang Liu, “A Multi-Scale Strategy in Wireless Sensor Networks for Structural Health Monitoring”, 5th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP-2009),最佳论文奖 (1 out of 241 submissions)
  10. Xuefeng Liu*, Jiannong Cao, Youlin Xu, Songye Zhu, Wireless Sensor Networks for Structural Health Monitoring: Challenges and Techniques. The 14th Asia Pacific Vibration Conference (APVC2011)
  11. Peng Guo, Jiannong Cao, Kui Zhang, Xuefeng Liu, “Enhancing Zigbee throughput under WiFi interference using real-time adaptive coding” The 33nd Annual IEEE International Conference on Computer Communications (INFOCOM 2014), (CCF A 类会议)
  12. Shaojie Tang, Jing Yuan , Xuefeng Liu, Yu Wang, “Compressive Sensing Meets Periodic Data Gathering: Stability Analysis in Multihop Compressive Sensor Network”, IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON 2014)
  13. Zongjian He, Jiannong Cao, Xuefeng Liu. “To Carry or To Forward? A Traffic-aware Data Collection Protocol in VANETs”, The 11th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS 2014).
  14. Junhao Zheng, Jiannong Cao, Zongjian He, Xuefeng Liu, “iTrip: Traffic Signal Prediction Using Smartphone Based Community Sensing”, 17th International IEEE Conference on Intelligent Transportation Systems (ITSC 2014)
  15. Wanyu Lin, Jiannong Cao, Xuefeng Liu, “E3: Towards energy-efficient distributed least squares estimation in sensor networks”, IEEE 22nd International Symposium of Quality of Service (IWQoS 2014)
  16. Florian Klingler, Shaojie Tang ,Xuefeng Liu , Falko Dressler ,Christoph Sommer, Jiannong Cao, “Faster Distributed Localization of Large Numbers of Nodes Using Clustering”, The 38th IEEE Conference on Local Computer Networks (LCN 2013)
  17. Shaojie Tang , Cheng Wang, Xuefeng Liu, Tao Li , Xiang-Yang Li , “On Minimum Delay Duty Cycling Protocol in Sustainable Sensor Network”. 20th IEEE International Conference on Network Protocols (ICNP 2012)
  18. Lijie Xu, Jiannong Cao, Xuefeng Liu, Haipeng Dai and Guihai Chen “EODS: An Energy-efficient On-line Decision Scheme in Delay-sensitive Sensor Network for Rare-event Detection” 18th IEEE International Conference on Parallel and Distributed Systems (EDOS 2012)
  19. Md Bhuiyan, Jiannong Cao, Guojun Wang, Xuefeng Liu, Energy-Efficient and Fault-Tolerant Structural Health Monitoring in Wireless Sensor Networks’, 31st IEEE International Symposium on Reliable Distributed Systems(SRDS2012).
  20. Chaoyang, Xuefeng Liu, Jiannong Cao, ‘A High Quality Event Capture Scheme for WSN-based Structural Health Monitoring’ , IEEE Global Communications Conference (Globecom 2012), Disney Resort Destinations, Anaheim, CA, USA.
  21. Xiaohua Xu*, Wei Lou, Xuefeng Liu, and Shaojie Tang, Delay Efficient Link and Aggregation Scheduling under Physical Interference Model, in 8th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS 2011), Spain, October, 2011.
  22. Jiannong Cao, Xuefeng Liu*, Steven Lai, Yang Zou, Jun Zhang, Yang Liu, Chisheng Zhang “A Ubiquitous Wireless Video Surveillance System Based on Pub/Sub” 13th International Conference on Ubiquitous Computing (UbiComp 2011) Demo video
  23. Hejun Wu*, Jiannong Cao, Xuefeng Liu, Yang Liu, “Dual-Mote: a Sensor Network Testbed for High Rate Sensing-Transmission and Runtime Evaluation”, IEEE Wireless Communications and Networking Conference (IEEE WCNC-2011), Quintana-Roo, Mexico, March 28 – 31, 2011. (最佳论文)