沈益冉
教授
所属院部： 软件学院
访问次数：次
基本信息
  • 教师英文名称：
    Shen Yiran
  • 教师拼音名称：
    Shen Yiran
  • 入职时间：
    2021-02-01
  • 所在单位：
    软件学院
  • 职务：
    Professor
  • 学历：
    博士研究生毕业
  • 办公地点：
    山东大学软件园校区
  • 性别：
    男
  • 联系方式：
    yiran.shen@sdu.edu.cn
  • 学位：
    博士生
  • 在职信息：
    在职
  • 毕业院校：
    澳大利亚新南威尔士大学
  • 博士生导师
  • 硕士生导师
学科：
软件工程其他专业；
曾获荣誉：

2021-01-11    齐鲁青年学者；
2021-01-01    IEEE Senior Member；
2013-06-01    Google PhD Fellowship；
2014-09-01    MIT SMART Scholar；
教师简介



简介


沈益冉，山东大学齐鲁青年特聘教授。研究方向：物联网、人工智能、VR中的人机交互

澳大利亚新南威尔士大学获得博士学位，加入山东大学前曾任职澳大利亚联邦科学与工业组织、麻省理工新加坡研究院

ACM TOSN associate editor

IEEE Senior Member



招生信息


招生专业：


软件工程博士，软件工程学硕，软件工程专硕，人工智能学硕，人工智能专硕

有兴趣加入本团队的博士、硕士学生可随时发邮件联系（yiran.shen@sdu.edu.cn）


学生毕业去向：

韩韬（硕士），哈尔滨工业大学，攻读博士学位

杨丰源（硕士），华为，终端算法岗

王雁翔（硕士），澳大利亚新南威尔士大学，全奖攻读博士学位

赵广荣（硕士），山东大学，攻读博士学位

张贤（硕士），腾讯，自然语言处理算法岗

彭江涛（硕士），中国邮政储蓄银行运营数据中心，信息科技岗

杨玉润（本科科研助理），香港中文大学，全奖攻读博士学位

赵一硕（本科科研助理），香港城市大学，全奖攻读博士学位

黄幸兒（本科科研助理），新加坡管理大学，全奖攻读博士学位

沈钊鑫（本科科研助理），华中科大，保研



新闻


2024.12 我们的论文“ WinSpy: Cross-window Side-channel Attacks on Android's  Multi-window Mode”被移动计算和通信顶尖会议ACM MobiCom（CCF A）接受


2024.11 我们的论文“EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-based Vision”被图像处理顶级期刊TIP（CCF A）接收


2024.10 我们的论文“Ui-Ear: On-face Gesture Recognition Through On-ear Vibration Sensing”被计算机网络顶级期刊TMC（CCF A）接收，影响因子7.9


2024.10 我们的论文“RGBE-Gaze: A Large-scale Event-based Multimodal Dataset for High Frequency Remote Gaze Tracking”被人工智能领域顶级期刊TPAMI（CCF A）接收，影响因子IF=20.3


2024.9 我们与UNSW和北京大学合作的论文“High-Speed Passive Visible Light Communication with Event Cameras and Digital Micro-Mirrors”被传感网领域顶级会议SenSys接收。


2024.7 受邀担任CCF A类会议IEEE VR 2024 Program Committee (PC) member


2024.6 受邀作为Associate editor加入ACM Transactions on Sensor Networks编委


2024.4 我们与TU Delft，Duke，Northeast，George Maison合作的TOSN Special Issue on Computing, Sensing and Networking for Immersive Systems开始接收投稿，具体信息见call for paper 


2024.3 我们的论文"Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras"荣获CCF A类顶级会议IEEE VR（虚拟现实）大会最佳论文奖


2023.12 我们的五篇论文"Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras" (TVCG special issue), "NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods" (TVCG special issue), "Understanding the Impact of Longitudinal VR Training on Users with Mild Cognitive Impairment Using fNIRS and Behavioral Data" (Conference full paper), "Design and Evaluation of AR-based Self-adaptive Cognitive Training" (Conference poster), "VF-Lens: Enhancing Regressed Visual Perception of Visually Impaired Users via Adversarial Learning with Visual Field Attention" (Conference poster), 被CCF A类会议IEEE VR有条件接收，恭喜各位合作者。


2023.12 我们的论文"E2HQV: High-Quality Video Generation from Event Camera Via Theory-Inspired Model-aided Deep Learning " 被CCF A类会议 AAAI接收。


2023.11 我们的论文"EV-Tach: A Handheld Rotational Speed Estimation System with Event Camera"被CCF A类期刊 IEEE Transactions on Mobile Computing (TMC)接收。


2023.9 我们的论文"EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras"被CCF A类会议Neural Information Processing Systems (NeurIPS)接收。




主持项目基金：


时间
 项目类型
 项目经费
 主持/参与
2022-2025 山东省优秀青年基金 60万 主持
2021-2022 山东大学-锐思智芯联合实验室建设经费 100万 主持
2021-2015 山东大学齐鲁青年学者学科建设经费 120万 主持
2017-2020
 国家自然科学基金青年基金
 26万

主持


 


代表论文（*通讯作者）


45 Zeng Li, Chuan Yan, Liuhuo Wan, Hui Zhuang, Peifeng Li, Guangdong Bai, Yiran Shen (2025), WinSpy: Cross-window Side-channel Attacks on Android's  Multi-window Mode, The 31st Annual International Conference On Mobile Computing And Networking (MobiCom), CCF A


44. Qiang Qu, Xiaoming Chen, Yuk Ying Chung, Yiran Shen* (2024), EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-based Vision, IEEE Transactions on Image Processing (TIP), CCF A


43. Guangrong Zhao, Yiran Shen*, Feng Li, Lei Liu, Lizhen Cui and Hongkai Wen (2024), Ui-Ear: On-face Gesture Recognition Through On-ear Vibration Sensing, IEEE Transactions on Mobile Computing (TMC), CCF A


42. Guangrong Zhao, Yiran Shen*, Chenlong Zhang, Zhaoxin Shen, Yuanfeng Zhou* and Hongkai Wen (2024), RGBE-Gaze: A Large-scale Event-based Multimodal Dataset for High Frequency Remote Gaze Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), CCF A


41. Yanxiang Wang, Yiran Shen, Kenuo Xu, Mahbub Hassan, Chenren Xu and Wen Hu (2024), High-Speed Passive Visible Light Communication with Event Cameras and Digital Micro-Mirrors, ACM SenSys (CCF B，清华列表A)


40. Tongyu Zhang, Yiran Shen*, Guangrong Zhao, Lin Wang, Xiaoming Chen, Lu Bai, Yuanfeng Zhou (2024), Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras, IEEE VR 2024 (TVCG Special Track). CCF A; Best Paper (最佳论文)


39. Qiang Qu, Hanxue Liang, Xiaoming Chen, Yuk Ying Chung, Yiran Shen* (2024), NeRF-NQA: No-Reference Quality Assessment for Scenes Generatd by NeRF and Neural Video Synthesis Methods, IEEE VR 2024 (TVCG Special Track). CCF A


38. Jing Qu, Shantong Zhu, Yiran Shen, Yanjie Zhang, Lingguo Bu(2024), Understanding the Impact of Longitudinal VR Training on Users with Mild Cognitive Impairment Using fNIRS and Behavioral Data, IEEE VR 2024. CCF A


37. Qiang Qu, Yiran Shen*, Xiaoming Chen, Yuk Ying Chung and Tongliang Lin (2024), E2HQV: High-Quality Video Generation from Event Camera via Theory-inspired Model-aided Deep Learning, the 38th Annual AAAI Conference on Artificial Intelligence CCF A


36. Guangrong Zhao, Yiran Shen*, Ning Chen, Pengfei Hu, Lei Liu and Hongkai Wen (2023), EV-Tach: A Handheld Rotational Speed Estimation System with Event Camera, IEEE Transactions on Mobile Computing (TMC), CCF A


35. Guangrong Zhao, Yurun Yang, Jingwei Liu, Ning Chen, Yiran Shen*, Hongkai Wen and Guohao Lan (2023), EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras, 37th Conference on Neural Information Processing System (NeurIPS). CCF A


34. Feng Li, Jiayi Zhao, Huan Yang, Dongxiao Yu, Yuanfeng Zhou and Yiran Shen* (2023), VibHead: An Authentication Scheme for Smart Headsets through Vibration, ACM Transactions on Sensor Networks (TOSN). CCF B


33. Zhicheng Lu, Xiaoming Chen, Vera Yuk Ying Chung, Weidong Cai and Yiran Shen* (2023), EV-LFV: Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras, IEEE Transactions on Visualization and Computer Graphics (TVCG). CCF A


32. Yiran Shen, Reza Arablouei, Frank de Hoog, Hao Xing, Jacques Malan, James Sharp, Sara Shouri, Timothy D. Clark, Carine Lefevre, Frederieke Kroon, Andrea Severati, Brano Kusy (2021) In-situ Fish Heart-rate Estimation and Feeding Event Detection Using an Implantable Biologger. IEEE Transactions on Mobile Computing (TMC). CCF A


31. Yanxiang Wang, Xian Zhang, Yiran Shen*, Bowen Du, Guangrong Zhao, Lizhen Cui, Hongkai Wen (2021) Event-Stream Representation for Human Gaits Identification Using Deep Neural Networks. IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI). CCF A


30. Guangrong Zhao, Bowen Du, Yiran Shen*, Zhenyu Lao, Lizhen Cui, Hongkai Wen (2021) LeaD: Learn to Decode Vibration-based Communication for Intelligent Internet of Things. ACM Transactions on Sensor Networks. CCF B


29. Yi Duan, Yiran Shen, Ismet Canbulat, Guangyao Si (2021) Classification of clustered microseismic events in a coal mine using machine learning. Journal of Rock Mechanics and Geotechnical Engineering. 


28. Wanli Xue, Chengwen Luo, Yiran Shen, Rajib Rana, Guohao Lan, Sanjay Jha, Aruna Seneviratne, Wen Hu (2020) Towards A Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things. IEEE Transactions on Mobile Computing (TMC). [PDF] CCF A


27. Yiran Shen, Reza Arablouei, Frank De Hoog, Jaques Malan, James Sharp, Sara Shouri, Tim Clark, Carine Lefevre, Frederieke Kroon, Andrea Severati, Brano Kusy (2020) Estimating Heart Rate and Detecting Feeding Events of Fish Using an Implantable Biologger. 19th ACM/IEEE Conference on Information Processing on Sensor Networks (IPSN). Sydney, Australia. [PDF] CCF B


26. Yiran Shen, Bowen Du, Weitao Xu, Chengwen Luo, Bo Wei, Lizhen Cui, Hongkai Wen (2020) Securing Cyber-physical Social Interactions on Wrist-worn Devices. ACM Transactions on Sensor Networks. [PDF] CCF B


25. Weitao Xu, Yiran Shen, Chengwen Luo, Jianqiang Li, Wei Li, Albert Zomaya (2020) Gait-Watch: A Gait-based Context-aware Authentication System for Smart Watch via Sparse Coding. Ad Hoc Networks. [PDF]


24. Qing Yang, Yiran Shen*, Dinusha Vatsalan, Jianpei Zhang, Mohamed Kaafar, Wen Hu (2020) P4Mobi: A Probabilistic Privacy-Preserving Framework for Publishing Mobility Datasets. IEEE Transactions on Vehichular Technology,. [PDF]


23. Yanxiang Wang, Bowen Du, Yiran Shen*, Guangrong Zhao, Kai Wu, Jianguo Sun, Hongkai Wen (2019) EV-Gait: Event-based Robust Gait Recognition using Dynamic Vision Sensors. International Conference on Computer Vision and Pattern Recognition (CVPR). Long Beach, CA, USA. [PDF] CCF A


22. Kai Li, Wei Ni, Yousef Emami, Yiran Shen, Ricardo Severino, David Pereira, Eduardo Tovar (2019) Design and Implementation of Secret Key Agreement for Platoon-based Vehicular Cyber-physical Systems. ACM Transactions on Cyber-Physical Systems, 4(2). [PDF]


21. Chengwen Luo, Xiao Liu, Wanli Xue, Yiran Shen, Jianqiang Li, Wen Hu, Alex Liu (2019) Predictable Privacy-Preserving Mobile Crowd Sensing: A Tale of Two Roles. IEEE/ACM Transactions on Networking (TON). CCF A


20. Yiran Shen, Hongkai Wen, Chengwen Luo, Weitao Xu, Tao Zhang, Wen Hu, Daniela Rus, (2019) GaitLock: Protect Virtual and Augmented Reality Headsets Using Gait. IEEE Transactions on Dependable and Secure Computing. [PDF] CCF A


19. Kai Wu, Bowen Du, Man Luo, Hongkai Wen, Yiran Shen, Jianfeng Feng (2019) Weakly supervised brain lesion segmentation via attentional representation learning,. International Conference on Medical Image Computing and Computer-Assisted Intervention. Shenzhen, China. CCF B


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


17. Qing Yang, Yiran Shen*, Fengyuan Yang, Jianpei Zhang, Wanli Xue, Hongkai Wen (2018) HealCam: Energy-efficient and Privacy-preserving Human Vital Cycles Monitoring on Camera-enabled Smart Devices. Computer Networks. [PDF] CCF B


16. Yiran Shen, Chengwen Luo, Dan Yin, Hongkai Wen, Daniela Rus, Wen Hu (2018) Privacy-preserving sparse representation classification in cloud-enabled mobile applications. Computer Networks. [PDF] CCF B


15. Weitao Xu, Yiran Shen*, Neil Bergmann, Wen Hu (2018) Sensor-assisted Multi-view Face Recognition System on Smart Glass. IEEE Transactions on Mobile Computing, 17(1). [PDF] CCF A


14. Xiaoxuan Lu, Bowen Du, Peijun Zhao, Hongkai Wen, Yiran Shen, Niki Trigoni (2018) DeepAuth: In-situ Authentication for Smartwatches via Deeply Learned Behavioural Biometrics. 22nd International Symposium on Wearable Computers (ISWC). Singapore. 


13. Wanli Xue, Yiran Shen*, Chengwen Luo, Wen Hu, Aruna Seneviratne (2018) Acies: A Privacy-Preserving System for Edge-Based Classification. 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom). New York, USA. [PDF]


12. Yiran Shen, Fengyuan Yang, Bowen Du, Weitao Xu, Chengwen Luo, Hongkai Wen (2018) Shake-n-Shack: Enabling Data Exchange Between Smart Wearables via Handshakes. IEEE International Conference on Pervasive Computing and Communication (Percom). Athen, Greece. [PDF] CCF B


11. Xiaoxuan Lu, Bowen Du, Hongkai Wen, Sen Wang, Andrew Markham, Ivan Martinovic, Yiran Shen, Niki Trigoni (2018) Snoopy: Sniffing Your Passwords From Motion Sensors on Smartwatches. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp). Singapore. CCF A


10. Yiran Shen, Mingrui Yang, Bo Wei, Chun Tung Chou, Wen Hu (2017) Learn to recognise: exploring priors of sparse face recognition on smartphones. IEEE Transactions on Mobile Computing, 16(6). [PDF] CCF A


9. Liguo Zhang, Jianguo Sun, Hongtao Song, Yiran Shen* (2017) Normal Direction Local Binary Pattern for Fragment Reconstruction. IEEE International Conference on Multimedia and Expo (ICME). Hong Kong. CCF B


8. Weitao Xu, Yiran Shen*, Yongtuo Zhang, Neil Bergmann, Wen Hu (2017) Gait-Watch: A Context-aware Authentication System for Smart Watch Based on Gait Recognition. 2nd IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI). Pittsburgh, USA. 


7. Weitao Xu, Yiran Shen*, Neil Bergmann, Wen Hu (2016) Sensor-assisted face recognition system on smart glass via multi-view sparse representation classification. 15th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN). Vienna Austria. [PDF] CCF B


6. Yiran Shen, Wen Hu, Mingrui Yang, Junbin Liu, Bo Wei, Simon Lucey, Chun Tung Chou (2016) Real-time and Robust Compressive Background Subtraction for Embedded Camera Networks. IEEE Transaction on Mobile Computing, 15(2). [PDF] CCF A


5. Hongkai Wen, Yiran Shen, Savvas Papaioannou, Winston Chrchill, Niki Trigoni, Paul Newman (2015) Opportunistic Radio Assisted Navigation for Autonomous Ground Vehicles. International Conference on Distributed Computing in Sensor Systems (DCOSS). Fortaleza, Brazil. 


4. Yiran Shen, Wen Hu, Mingrui Yang, Bo Wei, Simon Lucey, Chun Tung Chou (2014) Face Recognition on Smartphones Via Optimised Sparse Representation Classification. The 13th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN). Berlin, Germany. [PDF] CCF B


3. Bo Wei, Mingrui Yang, Yiran Shen, Rajib Rana, Chun Tung Chou, Wen Hu (2013) Real-time Classification via Sparse Representation in Acoustic Sensor Networks. The 11th ACM Conference on Embedded Networked Sensor Systems (SenSys). CCF B


2. Yiran Shen, Wen Hu, Rajib Rana, Chun Tung Chou (2013) Nonuniform Compressive Sensing for Heterogeneous Wireless Sensor Networks. IEEE SENSORS JOURNAL, 13(6). [PDF]


1. Yiran Shen, Wen Hu, Junbin Liu, Mingrui Yang, Bo Wei, Chun Tung Chou (2012) Efficient Background Subtraction for Real-time Tracking in Embedded Camera Networks. 10th ACM Conference on Embedded Networked Sensor Systems (SenSys). Toronto, Canada. [PDF] CCF B





教育经历
  • 2010-7 — 2014-7
    University of New South Wales
    计算机科学与技术
    博士生
  • 2006-9 — 2010-6
    山东大学
    信息与通信工程
    学士
工作经历
  • 2021-01-至今
    山东大学
    教授、博导
科研成果
研究方向

暂无内容

论文

1.  郝广勇. Ef‐kpress: joint event‐frame compression and video generation with event cameras for low‐bandwidth VR streaming.  CCF Transactions on Pervasive Computing and Interaction ,  2024. 

2.  杨钰润. High Frequency Event-based Eye Tracking Towards Mental Health Diagnosis.  2023. 

3.  李峰. VibHead: An Authentication Scheme for Smart Headsets through Vibration.  ACM TRANSACTIONS ON SENSOR NETWORKS,  20,  1, 2024. 

4.  张桐瑜. Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras.  IEEE Transactions on Visualization and Computer Graphics ,  2024. 

5.  Qu, Qiang. NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods.  IEEE Transactions on Visualization and Computer Graphics ,  2024. 

6.  曲静. Understanding the impact of longitudinal vr training on users with mild cognitive impairment using fNIRS and behavioral data.  2024. 

7.  Qu, Qiang. E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning.  38,  4632-4640, 2024. 

8.  赵广荣. EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras.  36,  2023. 

9.  张桐瑜. Swift eye: Towards anti-blink pupil tracking for precise and robust high-frequency near-eye movement analysis with event cameras.  IEEE Transactions on Visualization and Computer Graphics ,  2024. 

10.  Lu, Zhicheng. EV-LFV: Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras.  IEEE Transactions on Visualization and Computer Graphics ,  29,  4546-4555, 2023. 

11.  赵广荣. EV-Tach: A Handheld Rotational Speed Estimation System With Event Camera.  IEEE Transactions on Mobile Computing,  1-16, 2023. 

12.  沈益冉. In-Situ Fish Heart-Rate Estimation and Feeding Event Detection Using an Implantable Biologger.  IEEE Transactions on Mobile Computing,  22,  968, 2023. 

13.  Zhang, Xian. EV-Perturb: event-stream perturbation for privacy-preserving classification with dynamic vision sensors.  MULTIMEDIA TOOLS AND APPLICATIONS,  2023. 

专利

1. 基于事件相机的用于扩展现实设备的超高速实时眼动追踪方法及系统

2. 基于旋转目标检测的眼球运动追踪方法及系统

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