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• affiliation:Shandong University, Joint SDU-NTU Centre for Artificial Intelligence Research, Jinan, China
• affiliation (former):Harbin Engineering University, College of Computer Science and Technology, China
• affiliation (PhD):University of New South Wales, Sydney, Australia

• Yiran Shen0002 — Hangzhou Dianzi University, Institute of Modern Circuits and Intelligent Information, China
• Yiran Shen0003 — Concordia University, Montreal, Canada

• 2025
• 
  [j39]
  Guangrong Zhao,Yiran Shen,Chenlong Zhang,Zhaoxin Shen,Yuanfeng Zhou,Hongkai Wen:
  RGBE-Gaze: A Large-Scale Event-Based Multimodal Dataset for High Frequency Remote Gaze Tracking.IEEE Trans. Pattern Anal. Mach. Intell.47(1):601-615 (2025)
• 
  [j38]
  Guangrong Zhao,Yiran Shen,Feng Li,Lei Liu,Lizhen Cui,Hongkai Wen:
  Ui-Ear: On-Face Gesture Recognition Through On-Ear Vibration Sensing.IEEE Trans. Mob. Comput.24(3):1482-1495 (2025)
• 
  [j37]
  Zeke Zexi Hu,Xiaoming Chen,Vera Yuk Ying Chung,Yiran Shen:
  Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-Resolution.IEEE Trans. Multim.27:1334-1348 (2025)
• 
  [i12]
  Qiang Qu,Yiran Shen,Xiaoming Chen,Yuk Ying Chung,Tom Weidong Cai,Tongliang Liu:
  NVS-SQA: Exploring Self-Supervised Quality Representation Learning for Neurally Synthesized Scenes without References.CoRRabs/2501.06488 (2025)
• 2024
• 
  [j36]
  Guangyong Hao,Yiran Shen,Feng Li:
  Ef-kpress: joint event-frame compression and video generation with event cameras for low-bandwidth VR streaming.CCF Trans. Pervasive Comput. Interact.6(4):314-328 (2024)
• 
  [j35]
  Changshuo Hu,Xiao Ma,Xinger Huang,Yiran Shen,Dong Ma:
  LR-Auth: Towards Practical Implementation of Implicit User Authentication on Earbuds.Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.8(4):155:1-155:27 (2024)
• 
  [j34]
  Yong Wang,Tianyu Yang,Chunxiao Wang,Feng Li,Pengfei Hu,Yiran Shen:
  BudsAuth: Toward Gesture-Wise Continuous User Authentication Through Earbuds Vibration Sensing.IEEE Internet Things J.11(12):22007-22020 (2024)
• 
  [j33]
  Xian Zhang,Yong Wang,Qing Yang,Yiran Shen,Hongkai Wen:
  EV-Perturb: event-stream perturbation for privacy-preserving classification with dynamic vision sensors.Multim. Tools Appl.83(6):16823-16847 (2024)
• 
  [j32]
  Qiang Qu,Xiaoming Chen,Yuk Ying Chung,Yiran Shen:
  EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision.IEEE Trans. Image Process.33:6579-6591 (2024)
• 
  [j31]
  Guangrong Zhao,Yiran Shen,Ning Chen,Pengfei Hu,Lei Liu,Hongkai Wen:
  EV-Tach: A Handheld Rotational Speed Estimation System With Event Camera.IEEE Trans. Mob. Comput.23(6):7483-7498 (2024)
• 
  [j30]
  Feng Li,Jiayi Zhao,Huan Yang,Dongxiao Yu,Yuanfeng Zhou,Yiran Shen:
  VibHead: An Authentication Scheme for Smart Headsets through Vibration.ACM Trans. Sens. Networks20(4):91:1-91:21 (2024)
• 
  [j29]
  Lina Wang,Huan Yang,Yiran Shen,Chao Liu,Lianyong Qi,Xiuzhen Cheng,Feng Li:
  PDSR: A Privacy-Preserving Diversified Service Recommendation Method on Distributed Data.IEEE Trans. Serv. Comput.17(5):2733-2746 (2024)
• 
  [j28]
  Tongyu Zhang,Yiran Shen,Guangrong Zhao,Lin Wang,Xiaoming Chen,Lu Bai,Yuanfeng Zhou:
  Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras.IEEE Trans. Vis. Comput. Graph.30(5):2077-2086 (2024)
• 
  [j27]
  Qiang Qu,Hanxue Liang,Xiaoming Chen,Yuk Ying Chung,Yiran Shen:
  NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods.IEEE Trans. Vis. Comput. Graph.30(5):2129-2139 (2024)
• 
  [c28]
  Qiang Qu,Yiran Shen,Xiaoming Chen,Yuk Ying Chung,Tongliang Liu:
  E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning.AAAI2024:4632-4640
• 
  [c27]
  Yanxiang Wang,Yiran Shen,Kenuo Xu,Mahbub Hassan,Guangrong Zhao,Chenren Xu,Wen Hu:
  Towards High-Speed Passive Visible Light Communication with Event Cameras and Digital Micro-Mirrors.SenSys2024:704-717
• 
  [c26]
  Jing Qu,Shantong Zhu,Yiran Shen,Yanjie Zhang,Lingguo Bu:
  Understanding the Impact of Longitudinal VR Training on Users with Mild Cognitive Impairment Using fNIRS and Behavioral Data.VR2024:568-578
• 
  [c25]
  Yong Wang,Yi Xiong,Tianyu Yang,Yiran Shen:
  Profinder: Towards Professionals Recognition on Mobile Devices for Users with Cognitive Decline.WASA (3)2024:27-38
• 
  [c24]
  Yanlin Li,Ning Chen,Guangrong Zhao,Yiran Shen:
  KD-Eye: Lightweight Pupil Segmentation for Eye Tracking on VR Headsets via Knowledge Distillation.WASA (1)2024:209-220
• 
  [i11]
  Zeke Zexi Hu,Xiaoming Chen,Vera Yuk Ying Chung,Yiran Shen:
  Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-resolution.CoRRabs/2401.00740 (2024)
• 
  [i10]
  Qiang Qu,Yiran Shen,Xiaoming Chen,Yuk Ying Chung,Tongliang Liu:
  E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning.CoRRabs/2401.08117 (2024)
• 
  [i9]
  Lina Wang,Huan Yang,Yiran Shen,Chao Liu,Lianyong Qi,Xiuzhen Cheng,Feng Li:
  PDSR: A Privacy-Preserving Diversified Service Recommendation Method on Distributed Data.CoRRabs/2408.15688 (2024)
• 
  [i8]
  Yanxiang Wang,Yiran Shen,Kenuo Xu,Guangrong Zhao,Mahbub Hassan,Chenren Xu,Wen Hu:
  Towards High-Speed Passive Visible Light Communication with Event Cameras and Digital Micro-Mirrors.CoRRabs/2410.14228 (2024)
• 
  [i7]
  Qiang Qu,Xiaoming Chen,Yuk Ying Chung,Yiran Shen:
  EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision.CoRRabs/2412.07080 (2024)
• 
  [i6]
  Qiang Qu,Hanxue Liang,Xiaoming Chen,Yuk Ying Chung,Yiran Shen:
  NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods.CoRRabs/2412.08029 (2024)
• 2023
• 
  [j26]
  Zhongxin Chen,Yiran Shen,Binbin Chen,Jun Zhou,Panling Huang,Hengchang Zang,Yongxia Guan:
  VasLine: Realize online detection and augmented NIR using deep learning.Eng. Appl. Artif. Intell.126:106684 (2023)
• 
  [j25]
  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:
  In-Situ Fish Heart-Rate Estimation and Feeding Event Detection Using an Implantable Biologger.IEEE Trans. Mob. Comput.22(2):968-982 (2023)
• 
  [j24]
  Zhicheng Lu,Xiaoming Chen,Vera Yuk Ying Chung,Weidong Cai,Yiran Shen:
  EV-LFV: Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras.IEEE Trans. Vis. Comput. Graph.29(11):4546-4555 (2023)
• 
  [c23]
  Yurun Yang,Guangrong Zhao,Yiran Shen:
  High Frequency Event-based Eye Tracking Towards Mental Health Diagnosis.ISMAR-Adjunct2023:335-339
• 
  [c22]
  Guangrong Zhao,Yurun Yang,Jingwei Liu,Ning Chen,Yiran Shen,Hongkai Wen,Guohao Lan:
  EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras.NeurIPS2023
• 
  [c21]
  Yanxiang Wang,Guangrong Zhao,Kenuo Xu,Yiran Shen,Chenren Xu,Mahbub Hassan,Wen Hu:
  Demo: EV-DMD: a high-speed VLC system.SIGCOMM2023:1168-1169
• 
  [i5]
  Feng Li,Jiayi Zhao,Huan Yang,Dongxiao Yu,Yuanfeng Zhou,Yiran Shen:
  VibHead: An Authentication Scheme for Smart Headsets through Vibration.CoRRabs/2306.17002 (2023)
• 2022
• 
  [j23]
  Wanli Xue,Yiran Shen,Chengwen Luo,Weitao Xu,Wen Hu,Aruna Seneviratne:
  A differential privacy-based classification system for edge computing in IoT.Comput. Commun.182:117-128 (2022)
• 
  [j22]
  Yanxiang Wang,Xian Zhang,Yiran Shen,Bowen Du,Guangrong Zhao,Lizhen Cui,Hongkai Wen:
  Event-Stream Representation for Human Gaits Identification Using Deep Neural Networks.IEEE Trans. Pattern Anal. Mach. Intell.44(7):3436-3449 (2022)
• 
  [i4]
  Guangrong Zhao,Yiran Shen,Ning Chen,Pengfei Hu,Lei Liu,Hongkai Wen:
  High Speed Rotation Estimation with Dynamic Vision Sensors.CoRRabs/2209.02205 (2022)
• 2021
• 
  [j21]
  Dongfeng Yang,Chengxin Zhang,Chao Jiang,Xiaojun Liu,Yiran Shen:
  Interval Method Based Optimal Scheduling of Regional Multi-Microgrids With Uncertainties of Renewable Energy.IEEE Access9:53292-53305 (2021)
• 
  [j20]
  Jianpei Zhang,Qing Yang,Yiran Shen,Yong Wang,Xu Yang,Bo Wei:
  A differential privacy based probabilistic mechanism for mobility datasets releasing.J. Ambient Intell. Humaniz. Comput.12(1):201-212 (2021)
• 
  [j19]
  Wanli Xue,Chengwen Luo,Yiran Shen,Rajib Rana,Guohao Lan,Sanjay Jha,Aruna Seneviratne,Wen Hu:
  Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things.IEEE Trans. Mob. Comput.20(10):3049-3065 (2021)
• 
  [j18]
  Guangrong Zhao,Bowen Du,Yiran Shen,Zhenyu Lao,Lizhen Cui,Hongkai Wen:
  LeaD: Learn to Decode Vibration-based Communication for Intelligent Internet of Things.ACM Trans. Sens. Networks17(3):26:1-26:25 (2021)
• 
  [c20]
  Yong Wang,Xian Zhang,Yanxiang Wang,Hongbin Wang,Chanying Huang,Yiran Shen:
  Event-Based American Sign Language Recognition Using Dynamic Vision Sensor.WASA (3)2021:3-10
• 2020
• 
  [j17]
  Weitao Xu,Yiran Shen,Chengwen Luo,Jianqiang Li,Wei Li,Albert Y. Zomaya:
  Gait-Watch: A Gait-based context-aware authentication system for smart watch via sparse coding.Ad Hoc Networks107:102218 (2020)
• 
  [j16]
  Kai Li,Wei Ni,Yousef Emami,Yiran Shen,Ricardo Severino,David Pereira,Eduardo Tovar:
  Design and Implementation of Secret Key Agreement for Platoon-based Vehicular Cyber-physical Systems.ACM Trans. Cyber Phys. Syst.4(2):22:1-22:20 (2020)
• 
  [j15]
  Yiran Shen,Bowen Du,Weitao Xu,Chengwen Luo,Bo Wei,Lizhen Cui,Hongkai Wen:
  Securing Cyber-Physical Social Interactions on Wrist-Worn Devices.ACM Trans. Sens. Networks16(2):19:1-19:22 (2020)
• 
  [j14]
  Qing Yang,Yiran Shen,Dinusha Vatsalan,Jianpei Zhang,Mohamed Ali Kâafar,Wen Hu:
  P4Mobi: A Probabilistic Privacy-Preserving Framework for Publishing Mobility Datasets.IEEE Trans. Veh. Technol.69(7):6987-6999 (2020)
• 
  [c19]
  Yiran Shen,Reza Arablouei,Frank de Hoog,Jacques Malan,James Sharp,Sara Shouri,Timothy D. Clark,Carine Lefevre,Frederieke Kroon,Andrea Severati,Brano Kusy:
  Estimating Heart Rate and Detecting Feeding Events of Fish Using an Implantable Biologger.IPSN2020:37-48

• 2019
• 
  [j13]
  Tao Zhang,Haoming Li,Zhou Xu,Jian Liu,Rubing Huang,Yiran Shen:
  Labelling issue reports in mobile apps.IET Softw.13(6):528-542 (2019)
• 
  [j12]
  Yiran Shen,Hongkai Wen,Chengwen Luo,Weitao Xu,Tao Zhang,Wen Hu,Daniela Rus:
  GaitLock: Protect Virtual and Augmented Reality Headsets Using Gait.IEEE Trans. Dependable Secur. Comput.16(3):484-497 (2019)
• 
  [j11]
  Chengwen Luo,Xiao Liu,Wanli Xue,Yiran Shen,Jianqiang Li,Wen Hu,Alex X. Liu:
  Predictable Privacy-Preserving Mobile Crowd Sensing: A Tale of Two Roles.IEEE/ACM Trans. Netw.27(1):361-374 (2019)
• 
  [c18]
  Yanxiang Wang,Bowen Du,Yiran Shen,Kai Wu,Guangrong Zhao,Jianguo Sun,Hongkai Wen:
  EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors.CVPR2019:6358-6367
• 
  [c17]
  Bowen Du,Chris Xiaoxuan Lu,Xuan Kan,Kai Wu,Man Luo,Jianfeng Hou,Kai Li,Salil S. Kanhere,Yiran Shen,Hongkai Wen:
  HydraDoctor: real-time liquids intake monitoring by collaborative sensing.ICDCN2019:213-217
• 
  [c16]
  Kai Wu,Bowen Du,Man Luo,Hongkai Wen,Yiran Shen,Jianfeng Feng:
  Weakly Supervised Brain Lesion Segmentation via Attentional Representation Learning.MICCAI (3)2019:211-219
• 
  [i3]
  Kai Li,Wei Ni,Yousef Emami,Yiran Shen,Ricardo Severino,David Pereira,Eduardo Tovar:
  Design and Implementation of Secret Key Agreement for Platoon-based Vehicular Cyber-Physical Systems.CoRRabs/1911.07617 (2019)
• 
  [i2]
  Chris Xiaoxuan Lu,Bowen Du,Hongkai Wen,Sen Wang,Andrew Markham,Ivan Martinovic,Yiran Shen,Niki Trigoni:
  Snoopy: Sniffing Your Smartwatch Passwords via Deep Sequence Learning.CoRRabs/1912.04836 (2019)
• 2018
• 
  [j10]
  Yiran Shen,Tao Han,Qing Yang,Xu Yang,Yong Wang,Feng Li,Hongkai Wen:
  CS-CNN: Enabling Robust and Efficient Convolutional Neural Networks Inference for Internet-of-Things Applications.IEEE Access6:13439-13448 (2018)
• 
  [j9]
  Yiran Shen,Chengwen Luo,Dan Yin,Hongkai Wen,Daniela Rus,Wen Hu:
  Privacy-preserving sparse representation classification in cloud-enabled mobile applications.Comput. Networks133:59-72 (2018)
• 
  [j8]
  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.Comput. Networks138:192-200 (2018)
• 
  [j7]
  Hongyu Han,Jianpei Zhang,Jing Yang,Yiran Shen,Yongshi Zhang:
  Generate domain-specific sentiment lexicon for review sentiment analysis.Multim. Tools Appl.77(16):21265-21280 (2018)
• 
  [j6]
  Weitao Xu,Yiran Shen,Neil Bergmann,Wen Hu:
  Sensor-Assisted Multi-View Face Recognition System on Smart Glass.IEEE Trans. Mob. Comput.17(1):197-210 (2018)
• 
  [c15]
  Chris Xiaoxuan Lu,Bowen Du,Peijun Zhao,Hongkai Wen,Yiran Shen,Andrew Markham,Niki Trigoni:
  Deepauth: in-situ authentication for smartwatches via deeply learned behavioural biometrics.UbiComp2018:204-207
• 
  [c14]
  Yiran Shen,Fengyuan Yang,Bowen Du,Weitao Xu,Chengwen Luo,Hongkai Wen:
  Shake-n-Shack: Enabling Secure Data Exchange Between Smart Wearables via Handshakes.PerCom2018:1-10
• 
  [c13]
  Zhuoshi Yang,Yanxiang Wang,Lejun Zhang,Yiran Shen:
  Indoor Interference Classification Based on WiFi Channel State Information.SpaCCS2018:136-145
• 
  [c12]
  Wanli Xue,Yiran Shen,Chengwen Luo,Wen Hu,Aruna Seneviratne:
  Acies: A Privacy-Preserving System for Edge-Based Classification.TrustCom/BigDataSE2018:914-919
• 
  [i1]
  Yiran Shen,Fengyuan Yang,Bowen Du,Weitao Xu,Chengwen Luo,Hongkai Wen:
  Shake-n-Shack: Enabling Secure Data Exchange Between Smart Wearables via Handshakes.CoRRabs/1801.07555 (2018)
• 2017
• 
  [j5]
  Dan Yin,Yiran Shen,Chenyang Liu:
  Attribute Couplet Attacks and Privacy Preservation in Social Networks.IEEE Access5:25295-25305 (2017)
• 
  [j4]
  Chris Xiaoxuan Lu,Bowen Du,Hongkai Wen,Sen Wang,Andrew Markham,Ivan Martinovic,Yiran Shen,Niki Trigoni:
  Snoopy: Sniffing Your Smartwatch Passwords via Deep Sequence Learning.Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.1(4):152:1-152:29 (2017)
• 
  [j3]
  Yiran Shen,Mingrui Yang,Bo Wei,Chun Tung Chou,Wen Hu:
  Learn to Recognise: Exploring Priors of Sparse Face Recognition on Smartphones.IEEE Trans. Mob. Comput.16(6):1705-1717 (2017)
• 
  [c11]
  Liguo Zhang,Jianguo Sun,Hongtao Song,Yiran Shen:
  Normal direction local binary pattern for fragment reconstruction.ICME2017:481-486
• 
  [c10]
  Weitao Xu,Yiran Shen,Yongtuo Zhang,Neil W. Bergmann,Wen Hu:
  Gait-Watch: A Context-aware Authentication System for Smart Watch Based on Gait Recognition.IoTDI2017:59-70
• 2016
• 
  [j2]
  Yong Wang,Zhuoshi Yang,Jianpei Zhang,Feng Li,Hongkai Wen,Yiran Shen:
  CS²-Collector: A New Approach for Data Collection in Wireless Sensor Networks Based on Two-Dimensional Compressive Sensing.Sensors16(8):1318 (2016)
• 
  [j1]
  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 Trans. Mob. Comput.15(2):406-418 (2016)
• 
  [c9]
  Weitao Xu,Yiran Shen,Neil W. Bergmann,Wen Hu:
  Sensor-Assisted Face Recognition System on Smart Glass via Multi-View Sparse Representation Classification.IPSN2016:2:1-2:12
• 2015
• 
  [c8]
  Hongkai Wen,Yiran Shen,Savvas Papaioannou,Winston Churchill,Niki Trigoni,Paul Newman:
  Opportunistic Radio Assisted Navigation for Autonomous Ground Vehicles.DCOSS2015:21-30
• 
  [c7]
  Weitao Xu,Yiran Shen,Neil Bergmann,Wen Hu:
  Poster: Robust and Efficient Sensor-assisted Face Recognition System on Smart Glass.SenSys2015:379-380
• 
  [c6]
  Yiran Shen,Chengwen Luo,Weitao Xu,Wen Hu:
  Poster: An Online Approach for Gait Recognition on Smart Glasses.SenSys2015:389-390
• 2014
• 
  [b1]
  Yiran Shen:
  Addressing three Problems in Embedded Systems via compressive Sensing based Methods. University of New South Wales, Sydney, Australia,2014
• 
  [c5]
  Yiran Shen,Wen Hu,Mingrui Yang,Bo Wei,Simon Lucey,Chun Tung Chou:
  Face recognition on smartphones via optimised sparse representation classification.IPSN2014:237-248
• 2013
• 
  [c4]
  Bo Wei,Mingrui Yang,Yiran Shen,Rajib Kumar Rana,Chun Tung Chou,Wen Hu:
  Real-time classification via sparse representation in acoustic sensor networks.SenSys2013:21:1-21:14
• 
  [c3]
  Yiran Shen,Wen Hu,Mingrui Yang,Bo Wei,Chun Tung Chou:
  Projection matrix optimisation for compressive sensing based applications in embedded systems.SenSys2013:22:1-22:2
• 2012
• 
  [c2]
  Yiran Shen,Wen Hu,Mingrui Yang,Junbin Liu,Chun Tung Chou:
  Efficient background subtraction for tracking in embedded camera networks.IPSN2012:103-104
• 
  [c1]
  Yiran Shen,Wen Hu,Junbin Liu,Mingrui Yang,Bo Wei,Chun Tung Chou:
  Efficient background subtraction for real-time tracking in embedded camera networks.SenSys2012:295-308

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