沈益冉部门：计算机学院、保密学院、软件学院

学科：计算机科学与技术

职务：

职称：副教授

指导
资格：博士生导师
硕士生导师
电话：**

传真：

邮箱：shenyiran@hrbeu.edu.cn

邮编：150001

地址：哈尔滨工程大学21A-533
个人简介
沈益冉，预聘教授，博士生导师

招生情况：计算机科学与技术&软件工程：博士2名/年，硕士6名/年

研究方向：人工智能与机器学习、物联网、普适计算

澳大利亚新南威尔士大学博士，麻省理工博士后，IEEE会员、CCF会员、物联网专委会委员

多年来一直从事无线传感器网络、穿戴式系统中的机器学习和算法研究工作。在IEEE/ACM TON, IEEE TMC，IEEE TDSC，IPSN、SenSys，Ubicomp等顶级期刊和会议发表30余篇学术论文。曾获2013年度Google PhD Fellowship（全球共40人），2014年度麻省理工SMART Scholar Fellowship（录取率7%）。以及2016年度哈尔滨工程大学青年骨干人才计划支持。





教育经历
2010-2014 University of New South Wales, Australia, 计算机科学与工程学院 博士

2006-2010 山东大学 通信工程 学士


工作经历
2015-现在 哈尔滨工程大学 计算机科学与技术学院 副教授

2014-2015 麻省理工博士后

研究方向
Wireless Sensor Networks，Mobile and Wearable Computing，Security in IoTs，Machine Learning on Embedded Systems

承担项目
2018.1-2020.12 自然科学基金青年项目，负责人
2017.1-2019.12 黑龙江省科学基金青年项目，负责人
2017.1-2018.12 黑龙江省博士后基金二等资助，负责人
2017.1-2018.12 中国博士后基金一等资助，负责人
2016.1-2018.12 哈尔滨工程大学新教师启动资金，负责人


学术交流
2014.2-2014.4 牛津大学 计算机学院 访问
招生信息
每年2名硕士, 欢迎报考

本科生授课课程
研究生授课课程
实践性教学
教学研究课题
社会兼职



专利成果


出版著作
Yiran Shen, "Addressing Problems in Embedded Systems via Compressive Sensing: Theory Methodology and Application", Book, Lambert Academic Publishing, 2015, ISBN:978-3-659-67068-8

发表论文
SCI期刊(*通讯作者)

14. Chengwen Luo, Xiao Liu, Wanli Xue, Yiran Shen, Jianqiang Li, Wen Hu and Alex Liu, Predictable Privacy-Preserving Mobile Crowd Sensing: A Tale of Two Roles, IEEE/ACM Transactions on Networking (TON) , 27(1), 2019, 影响因子: 3.11 (JCR一区期刊，CCF A类)

13. Yiran Shen, Hongkai Wen, Chengwen Luo, Weitao Xu, Wen Hu and Daniela Rus, GaitLock: Protect Virtual and Augmented Reality Headsets Using Gait, IEEE Transactions on Dependable and Secure Computing, online, 2018, 影响因子：4.41 （JCR一区期刊，CCF A类）

12. Qing Yang, Yiran Shen*, Fengyuan Yang, Jianpei Zhang, Wanli Xue, Hongkai Wen, HealCam: Energy-efficient and Privacy-preserving Human Vital Cycles Monitoring on Camera-enabled Smart Devices, Computer Networks, 2018, 影响因子: 2.516 (JCR一区期刊，CCF B类)

11. Yiran Shen, Chengwen Luo, Dan Yin, Hongkai Wen, Daniela Rus and Wen Hu, Privacy-preserving sparse representation classification in cloud-enabled mobile applications, Computer Networks, 2018, 影响因子：2.516 （JCR一区期刊，CCF B类）

10. Weitao Xu, Yiran Shen*, Neil Bergmann and Wen Hu, Sensor-assisted Multi-view Face Recognition System on Smart Glass, IEEE Transactions on Mobile Computing (TMC), 17(1)，2018, 影响因子: 4.098（JCR一区期刊，CCF A类）

9. Yiran Shen, Tao Han, Qing Yang, Xu Yang, Yong Wang, Feng Li and Hongkai Wen, CS-CNN: Enabling Robust and Efficient Convolutional Neural Networks Inference for Internet of Things Applications, IEEE Access，2018，影响因子：3.244（JCR一区）

8. Hongyu Han, Jianpei Zhang, Jing Yang, Yiran Shen and Yongshi Zhang, Generate domain-specific sentiment lexicon for review sentiment analysis, Multimedia Tools and Applications, 2018, 影响因子: 1.52 (JCR二区期刊)

7. Xiaoyu Ding, Jianpei Zhang, Jing Yang and Yiran Shen, An Autonomous Divisive Algorithm for Community Detection Based on Weak Link and Link-Break Strategy, Mathemetical Problems in Engineering, Volume 2018, 2018, 影响因子：0.802，（JCR三区）

6. Dan Yin, Yiran Shen*, Chenyang Liu, Attribute Couplet Attacks and Privacy Preservation in Social Networks, IEEE Access, Volume 5, 2017 ，影响因子3.244, (JCR 一区期刊)

5. Dan Yin, Yiran Shen*, Location and Relation based Clustering on Privacy-Preserving Social Networks, Tsinghua Science and Technology, 2017 ，影响因子1.25, (JCR 三区期刊)

4. Yiran Shen, Mingrui Yang, Bo Wei, Chun Tung Chou, Wen Hu, Learn to Recognise: Exploring Priors of Sparse Face Recognition on Smartphones, IEEE Transactions on Mobile Computing (TMC), 16(6), 2017, 影响因子: 4.098（JCR一区, CCF A 计算机网络顶级期刊)

3. Yiran Shen, Wen Hu, Mingrui Yang, Junbin Liu, Bo Wei, Simon Lucey, Chun Tung Chou, Real-time and Robust Compressive Background Subtraction for Embedded Camera Networks, IEEE Transactions on Mobile Computing (TMC), 15(2), 2016, 影响因子: 4.098 , (JCR一区, CCF A 计算机网络顶级期刊)

2. Yong Wang, Zhuoshi Yang, Jianpei Zhang, Feng Li，Hongkai Wen，Yiran Shen*，CS^2-collector: A New Approach for Data Collection in Wireless Sensor Networks based on Two Dimensional Compressive Sensing, Sensors, 16(8)，2016, 影响因子2.677，(JCR一区)

1. Yiran Shen, Wen Hu, Rajib Rana, Chun Tung Chou, Nonuniform Compressive Sensing for Heterogeneous Wireless Sensor Networks, IEEE Sensors Journal, 13(6), 2013, 影响因子:2.512 (JCR一区)

国际会议论文（^*通讯作者）


17. Yanxiang Wang, Yiran Shen*, Bowen Du, Guangrong Zhao, Jianguo Sun, Hongkai Wen, EV-Gait: Event-based Robust Gait Recognition using Dynamic Vision Sensors, International Conference on Computer Vision and Pattern Recognition (CVPR), June, 2019, Long Beach, CA, USA, 接收率：25% (通讯作者, 计算机视觉顶级会议，CCF A类会议全文)

16. Bowen Du, Chris Xiaoxuan Lu, Xuan Kan, Kai Wu, Man Luo, Jianfeng Hou, Kai Li, Salil Kanhere, Yiran Shen, Hongkai Wen, HydraDoctor: Real-time Liquids Intake Monitoring by Collaborative Sensing, International Conference on Distributed Computing and Networking (ICDCN), Bangalore, India, Jan 2019

15. Xiaoxuan Lu, Bowen Du, Peijun Zhao, Hongkai Wen, Yiran Shen and Niki Trigoni, DeepAuth: In-situ Authentication for Smartwatches via Deeply Learned Behavioural Biometrics, 22nd International Symposium on Wearable Computers (ISWC), Oct 2018, Singapore (短文，穿戴式计算顶级会议)

14. Wanli Xue, Yiran Shen*, Chengwen Luo, Wen Hu and Aruna Seneviratne, Acies: A Privacy-Preserving System for Edge-based Classification, 17th IEEE International Conference on Trust, Security and Privacy in Computing and Commnications (TrustCom), July 2018, New York, USA. (全文发表，CCF C类)

13. Yiran Shen, Fengyuan Yang, Bowen Du, Weitao Xu, Chengwen Luo and Hongkai Wen, Shake-n-Shack: Enabling Secure Data Exchange Between Smart Wearables via Handshakes, IEEE International Conference on Pervasive Computing and Communications（Percom), Athens, Greece, March 19-23, 2018, 接受率16% (全文发表，普适计算顶级会议，CCF B类)

12. Xiaoxuan Lu, Bowen Du, Hongkai Wen, Sen Wang, Andrew Markham, Ivan Martinovic, Yiran Shen, Niki Trigoni, Snoopy: Sniffing Your Passwords From Motion Sensors on Smartwatches, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), ACM Joint International Conference on Pervasive and Ubiquitous Computing (Ubicomp), 2018 (全文发表，普适计算顶级会议，CCF A类)

11. Liguo Zhang, Jianguo Sun, Hongtao Song, Yiran Shen*, Normal Direction Local Binary Pattern for Fragment Reconstruction, IEEE International Conference on Multimedia and Expo (ICME), July 2017, Hong Kong. (Oral, acceptance rate = 15%, CCF B类）

10. Weitao Xu, Yiran Shen*, Yongtuo Zhang, Neil Bergmann, Wen Hu, Gait-watch: A Context-aware Authentication System for Smart Watch Based on Gait Recognition, The 2nd IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI 2017), April 2017, Pittsburgh,USA （全文发表，acceptance rate=29%）

9. Weitao Xu, Yiran Shen*, Neil Bergmann, Wen Hu, Sensor-Assisted Face Recognition System on Smart Glass Via Multiview Sparse Representation Classification, ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), April 2016, Vienna Austria. (全文发表，无线传感器网络顶级会议), 2016

8. Yiran Shen, Chengwen Luo, Weitao Xu, Wen Hu, Poster: An Online Approach for Gait Recognition on Smart Glasses, The 13th ACM Conference on Embedded Networked Sensor Systems (SenSys), Nov 2015, Seoul, Korea. （海报）, 2015

7. Hongkai Wen, Yiran Shen, Savvas Papaioannou, Winston Churchill, Niki Trigoni, Paul Newman, Opportunistic Radio Assisted Navigation for Autonomous Ground Vehicles, International Conference on Distributed Computing in Sensor Systems (DCOSS), 2015 Brazil. （全文发表，无线传感系统重要国际会议）,2015

6. Yiran Shen, Wen Hu, Mingrui Yang, Bo Wei, Simon Lucey, Chun Tung Chou, Face Recognition on Smartphones Via Optimised Sparse Representation Classification, ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), April 2014, Berlin, Germany, 接受率19%（全文发表，无线传感器方向顶级会议）,2014

5. Bo Wei, Mingrui Yang, Yiran Shen, Rajib Rana, Chun Tung Chou, Wen Hu， Real-time Classification via Sparse Representation in Acoustic Sensor Networks, The 11th ACM Conference on Embedded Networked Sensor Systems (Sensys), Nov 2013, Rome, Italy.接受率17%，(全文发表，无线传感器网络系统顶级会议), 2013

4. Yiran Shen, Wen Hu, Mingrui Yang, Bo Wei, Chun Tung Chou, Poster Abstract: Projection Matrix Optimisation for Compressive Sensing Based Applications in Embedded Systems, The 11th ACM Conference on Embedded Networked Sensor Systems (Sensys), Nov 2013, Rome, Italy.（海报）, 2013

3. Yiran Shen, Wen Hu, Junbin Liu, Mingrui Yang, Bo Wei, Chun Tung Chou, Efficient Background Subtraction for Real-time Tracking in Embedded Camera Networks, The 10th ACM Conference on Embedded Networked Sensor Systems (SenSys), Nov 2012, Toronto, Canada. 接受率19%，(全文发表，无线传感器网络系统顶级会议), 2012

2. Yiran Shen, Wen Hu, Mingrui Yang, Junbin Liu, and Chun Tung Chou, Poster Abstract: Efficient Background Subtraction for Tracking in Embedded Camera Networks, In Proceedings of the 11th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN), April, 2012, Beijing, China. （海报）,2012

1. Yiran Shen, Wen Hu, Rajib Rana and Chun Tung Chou, Non-uniform Compressive Sensing in Wireless Sensor Networks: Feasibility and Applications, In Proceedings of Seventh International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Dec 6-9, 2011 Adelaide, Australia （全文发表，EI国际会议), 2011

在审论文


1. Yiran Shen, Bowen Du, Fengyuan Yang, Dan Yin, Weitao Xu, Chengwen Luo, Hongkai Wen, Securing Cyber-Physical Social Interactions on Wrist-worn Devices, submitted to IEEE/ACM Transactions on Networking (TON) , 2018

2. Qing Yang, Yiran Shen* , Dinusha Vatsalan, Jianpei Zhang, Dali Kaafar, Wen Hu, P4Mobi: Probabilistic Privacy-Preserving Publishing Framework for Mobility Dataset , submitted to IEEE Internet of Things Journal, 2019

4. Wanli Xue, Yiran Shen*, Chengwen Luo, Wen Hu, Aruna Seneviratne, Toward Privacy-preserving Edge-based Classification with Differential Privacy, submitted to ACM Transactions on Internet of Things (TIOT), 2018










荣誉
2016-2019 哈尔滨工程大学青年骨干人才支持计划

2014-2015 MIT SMART Scholar Fellowship

2013 Google PhD Fellowship


奖励



科研活动
会议/期刊兼职
2017 IEEE 83rd Vehicular Technology Conference 技术委员会成员（TPC）
2016 EWSN Poster/Demo Session 技术委员会成员（TPC）
2015 ISSNIP 技术委员会成员（TPC）

期刊或会议审稿

ACM Sensys, IEEE Globcom, IEEE LCN ,ACM Transaction on Sensor Networks, IEEE TVT, IEEE/ACM IPSN, ACM Mobisys, Pervasive Mobile Computing, IEEE VLSI


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