Efficient background subtraction for tracking in embedded camera networks. - Yiran Shen 001; Wen Hu 001; Mingrui Yang; Junbin Liu; Chun Tung Chou (IPSN, 2012)

Efficient background subtraction for real-time tracking in embedded camera networks. - Yiran Shen 001; Wen Hu 001; Junbin Liu; Mingrui Yang; Bo Wei 003; Chun Tung Chou (SenSys, 2012)

Projection matrix optimisation for compressive sensing based applications in embedded systems. - Yiran Shen 001; Wen Hu 001; Mingrui Yang; Bo Wei 003; Chun Tung Chou (SenSys, 2013)

Real-time classification via sparse representation in acoustic sensor networks. - Bo Wei 003; Mingrui Yang; Yiran Shen 001; Rajib Kumar Rana; Chun Tung Chou; Wen Hu 001 (SenSys, 2013)

Face recognition on smartphones via optimised sparse representation classification. - Yiran Shen 001; Wen Hu 001; Mingrui Yang; Bo Wei 003; Simon Lucey; Chun Tung Chou (IPSN, 2014)

Addressing three Problems in Embedded Systems via compressive Sensing based Methods. - Yiran Shen 001 (2014)

Opportunistic Radio Assisted Navigation for Autonomous Ground Vehicles. - Hongkai Wen 001; Yiran Shen 001; Savvas Papaioannou; Winston Churchill; Niki Trigoni; Paul Newman 001 (DCOSS, 2015)

Poster: An Online Approach for Gait Recognition on Smart Glasses. - Yiran Shen 001; Chengwen Luo 001; Weitao Xu; Wen Hu 001 (SenSys, 2015)

Poster: Robust and Efficient Sensor-assisted Face Recognition System on Smart Glass. - Weitao Xu; Yiran Shen 001; Neil Bergmann; Wen Hu 001 (SenSys, 2015)

Sensor-Assisted Face Recognition System on Smart Glass via Multi-View Sparse Representation Classification. - Weitao Xu; Yiran Shen 001; Neil W. Bergmann; Wen Hu 001 (IPSN, 2016)

CS2-Collector: A New Approach for Data Collection in Wireless Sensor Networks Based on Two-Dimensional Compressive Sensing. - Yong Wang 020; Zhuoshi Yang; Jianpei Zhang; Feng Li 002; Hongkai Wen 001; Yiran Shen 001 (Sensors, 2016)

Real-Time and Robust Compressive Background Subtraction for Embedded Camera Networks. - Yiran Shen 001; Wen Hu 001; Mingrui Yang; Junbin Liu; Bo Wei 003; Simon Lucey; Chun Tung Chou (IEEE Trans. Mob. Comput., 2016)

Normal direction local binary pattern for fragment reconstruction. - Liguo Zhang; Jianguo Sun; Hongtao Song; Yiran Shen 001 (ICME, 2017)

Gait-Watch: A Context-aware Authentication System for Smart Watch Based on Gait Recognition. - Weitao Xu; Yiran Shen 001; Yongtuo Zhang; Neil W. Bergmann; Wen Hu 001 (IoTDI, 2017)

Attribute Couplet Attacks and Privacy Preservation in Social Networks. - Dan Yin; Yiran Shen 001; Chenyang Liu (IEEE Access, 2017)

Snoopy: Sniffing Your Smartwatch Passwords via Deep Sequence Learning. - Chris Xiaoxuan Lu; Bowen Du 002; Hongkai Wen 001; Sen Wang 002; Andrew Markham; Ivan Martinovic; Yiran Shen 001; Niki Trigoni (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Learn to Recognise: Exploring Priors of Sparse Face Recognition on Smartphones. - Yiran Shen 001; Mingrui Yang; Bo Wei 003; Chun Tung Chou; Wen Hu 001 (IEEE Trans. Mob. Comput., 2017)

Deepauth: in-situ authentication for smartwatches via deeply learned behavioural biometrics. - Chris Xiaoxuan Lu; Bowen Du 002; Peijun Zhao; Hongkai Wen 001; Yiran Shen 001; Andrew Markham; Niki Trigoni (UbiComp, 2018)

Shake-n-Shack: Enabling Secure Data Exchange Between Smart Wearables via Handshakes. - Yiran Shen 001; Fengyuan Yang 001; Bowen Du 002; Weitao Xu; Chengwen Luo 001; Hongkai Wen 001 (PerCom, 2018)

Indoor Interference Classification Based on WiFi Channel State Information. - Zhuoshi Yang; Yanxiang Wang; Lejun Zhang; Yiran Shen 001 (SpaCCS, 2018)

Acies: A Privacy-Preserving System for Edge-Based Classification. - Wanli Xue; Yiran Shen 001; Chengwen Luo 001; Wen Hu 001; Aruna Seneviratne (TrustCom/BigDataSE, 2018)

CS-CNN: Enabling Robust and Efficient Convolutional Neural Networks Inference for Internet-of-Things Applications. - Yiran Shen 001; Tao Han; Qing Yang 009; Xu Yang 007; Yong Wang 020; Feng Li 002; Hongkai Wen 001 (IEEE Access, 2018)

Privacy-preserving sparse representation classification in cloud-enabled mobile applications. - Yiran Shen 001; Chengwen Luo 001; Dan Yin; Hongkai Wen 001; Daniela Rus; Wen Hu 001 (Comput. Networks, 2018)

HealCam: Energy-efficient and privacy-preserving human vital cycles monitoring on camera-enabled smart devices. - Qing Yang 009; Yiran Shen 001; Fengyuan Yang 001; Jianpei Zhang; Wanli Xue; Hongkai Wen 001 (Comput. Networks, 2018)

Generate domain-specific sentiment lexicon for review sentiment analysis. - Hongyu Han; Jianpei Zhang; Jing Yang 010; Yiran Shen 001; Yongshi Zhang (Multim. Tools Appl., 2018)

Sensor-Assisted Multi-View Face Recognition System on Smart Glass. - Weitao Xu; Yiran Shen 001; Neil Bergmann; Wen Hu 001 (IEEE Trans. Mob. Comput., 2018)

EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors. - Yanxiang Wang; Bowen Du 002; Yiran Shen 001; Kai Wu; Guangrong Zhao; Jianguo Sun; Hongkai Wen 001 (CVPR, 2019)

HydraDoctor: real-time liquids intake monitoring by collaborative sensing. - Bowen Du 002; Chris Xiaoxuan Lu; Xuan Kan; Kai Wu; Man Luo 001; Jianfeng Hou; Kai Li 002; Salil S. Kanhere; Yiran Shen 001; Hongkai Wen 001 (ICDCN, 2019)

Weakly Supervised Brain Lesion Segmentation via Attentional Representation Learning. - Kai Wu; Bowen Du 002; Man Luo 001; Hongkai Wen 001; Yiran Shen 001; Jianfeng Feng (MICCAI (3), 2019)

Labelling issue reports in mobile apps. - Tao Zhang 001; Haoming Li 005; Zhou Xu 003; Jian Liu; Rubing Huang; Yiran Shen 001 (IET Softw., 2019)

GaitLock: Protect Virtual and Augmented Reality Headsets Using Gait. - Yiran Shen 001; Hongkai Wen 001; Chengwen Luo 001; Weitao Xu; Tao Zhang 001; Wen Hu 001; Daniela Rus (IEEE Trans. Dependable Secur. Comput., 2019)

Predictable Privacy-Preserving Mobile Crowd Sensing: A Tale of Two Roles. - Chengwen Luo 001; Xiao Liu; Wanli Xue; Yiran Shen 001; Jianqiang Li 001; Wen Hu 001; Alex X. Liu (IEEE/ACM Trans. Netw., 2019)

Estimating Heart Rate and Detecting Feeding Events of Fish Using an Implantable Biologger. - Yiran Shen 001; Reza Arablouei; Frank de Hoog; Jacques Malan; James Sharp; Sara Shouri; Timothy D. Clark; Carine Lefevre; Frederieke Kroon; Andrea Severati; Brano Kusy (IPSN, 2020)

Gait-Watch: A Gait-based context-aware authentication system for smart watch via sparse coding. - Weitao Xu; Yiran Shen 001; Chengwen Luo 001; Jianqiang Li 001; Wei Li 058; Albert Y. Zomaya (Ad Hoc Networks, 2020)

Design and Implementation of Secret Key Agreement for Platoon-based Vehicular Cyber-physical Systems. - Kai Li 002; Wei Ni 001; Yousef Emami; Yiran Shen 001; Ricardo Severino; David Pereira; Eduardo Tovar (ACM Trans. Cyber Phys. Syst., 2020)

Securing Cyber-Physical Social Interactions on Wrist-Worn Devices. - Yiran Shen 001; Bowen Du 002; Weitao Xu; Chengwen Luo 001; Bo Wei 003; Lizhen Cui; Hongkai Wen 001 (ACM Trans. Sens. Networks, 2020)

P4Mobi: A Probabilistic Privacy-Preserving Framework for Publishing Mobility Datasets. - Qing Yang 009; Yiran Shen 001; Dinusha Vatsalan; Jianpei Zhang; Mohamed Ali Kâafar; Wen Hu 001 (IEEE Trans. Veh. Technol., 2020)

Event-Based American Sign Language Recognition Using Dynamic Vision Sensor. - Yong Wang 020; Xian Zhang; Yanxiang Wang; Hongbin Wang; Chanying Huang; Yiran Shen 001 (WASA (3), 2021)

Interval Method Based Optimal Scheduling of Regional Multi-Microgrids With Uncertainties of Renewable Energy. - Dongfeng Yang; Chengxin Zhang; Chao Jiang; Xiaojun Liu; Yiran Shen 001 (IEEE Access, 2021)

A differential privacy based probabilistic mechanism for mobility datasets releasing. - Jianpei Zhang; Qing Yang 009; Yiran Shen 001; Yong Wang 020; Xu Yang 007; Bo Wei 003 (J. Ambient Intell. Humaniz. Comput., 2021)

Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things. - Wanli Xue; Chengwen Luo 001; Yiran Shen 001; Rajib Rana; Guohao Lan; Sanjay Jha 001; Aruna Seneviratne; Wen Hu 001 (IEEE Trans. Mob. Comput., 2021)

LeaD: Learn to Decode Vibration-based Communication for Intelligent Internet of Things. - Guangrong Zhao; Bowen Du 002; Yiran Shen 001; Zhenyu Lao; Lizhen Cui; Hongkai Wen 001 (ACM Trans. Sens. Networks, 2021)

A differential privacy-based classification system for edge computing in IoT. - Wanli Xue; Yiran Shen 001; Chengwen Luo 001; Weitao Xu; Wen Hu 001; Aruna Seneviratne (Comput. Commun., 2022)

High Speed Rotation Estimation with Dynamic Vision Sensors. - Guangrong Zhao; Yiran Shen 001; Ning Chen; Pengfei Hu 001; Lei Liu 003; Hongkai Wen 001 (CoRR, 2022)

Event-Stream Representation for Human Gaits Identification Using Deep Neural Networks. - Yanxiang Wang; Xian Zhang; Yiran Shen 001; Bowen Du 002; Guangrong Zhao; Lizhen Cui; Hongkai Wen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

High Frequency Event-based Eye Tracking Towards Mental Health Diagnosis. - Yurun Yang; Guangrong Zhao; Yiran Shen 001 (ISMAR-Adjunct, 2023)

EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras. - Guangrong Zhao; Yurun Yang; Jingwei Liu; Ning Chen; Yiran Shen 001; Hongkai Wen 001; Guohao Lan (NeurIPS, 2023)

Demo: EV-DMD: a high-speed VLC system. - Yanxiang Wang; Guangrong Zhao; Kenuo Xu; Yiran Shen 001; Chenren Xu; Mahbub Hassan; Wen Hu 001 (SIGCOMM, 2023)

In-Situ Fish Heart-Rate Estimation and Feeding Event Detection Using an Implantable Biologger. - Yiran Shen 001; Reza Arablouei; Frank de Hoog; Hao Xing; Jacques Malan; James Sharp; Sara Shouri; Timothy D. Clark; Carine Lefevre; Frederieke Kroon; Andrea Severati; Brano Kusy (IEEE Trans. Mob. Comput., 2023)

VasLine: Realize online detection and augmented NIR using deep learning. - Zhongxin Chen; Yiran Shen 001; Binbin Chen; Jun Zhou; Panling Huang; Hengchang Zang; Yongxia Guan (Eng. Appl. Artif. Intell., 2023)

EV-LFV: Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras. - Zhicheng Lu; Xiaoming Chen 006; Vera Yuk Ying Chung; Weidong Cai 001; Yiran Shen 001 (IEEE Trans. Vis. Comput. Graph., 2023)

E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning. - Qiang Qu; Yiran Shen 001; Xiaoming Chen 006; Yuk Ying Chung; Tongliang Liu (AAAI, 2024)

Towards High-Speed Passive Visible Light Communication with Event Cameras and Digital Micro-Mirrors. - Yanxiang Wang; Yiran Shen 001; Kenuo Xu; Mahbub Hassan; Guangrong Zhao; Chenren Xu; Wen Hu 001 (SenSys, 2024)

Understanding the Impact of Longitudinal VR Training on Users with Mild Cognitive Impairment Using fNIRS and Behavioral Data. - Jing Qu; Shantong Zhu; Yiran Shen 001; Yanjie Zhang; Lingguo Bu (VR, 2024)

KD-Eye: Lightweight Pupil Segmentation for Eye Tracking on VR Headsets via Knowledge Distillation. - Yanlin Li; Ning Chen; Guangrong Zhao; Yiran Shen 001 (WASA (1), 2024)

Profinder: Towards Professionals Recognition on Mobile Devices for Users with Cognitive Decline. - Yong Wang 020; Yi Xiong; Tianyu Yang; Yiran Shen 001 (WASA (3), 2024)

EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision. - Qiang Qu; Xiaoming Chen 006; Yuk Ying Chung; Yiran Shen 001 (IEEE Trans. Image Process., 2024)

PDSR: A Privacy-Preserving Diversified Service Recommendation Method on Distributed Data. - Lina Wang; Huan Yang 001; Yiran Shen 001; Chao Liu 008; Lianyong Qi; Xiuzhen Cheng 001; Feng Li 002 (IEEE Trans. Serv. Comput., 2024)

EV-Perturb: event-stream perturbation for privacy-preserving classification with dynamic vision sensors. - Xian Zhang; Yong Wang 020; Qing Yang 009; Yiran Shen 001; Hongkai Wen 001 (Multim. Tools Appl., 2024)

NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods. - Qiang Qu; Hanxue Liang; Xiaoming Chen 006; Yuk Ying Chung; Yiran Shen 001 (IEEE Trans. Vis. Comput. Graph., 2024)

Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras. - Tongyu Zhang; Yiran Shen 001; Guangrong Zhao; Lin Wang 025; Xiaoming Chen 006; Lu Bai 004; Yuanfeng Zhou (IEEE Trans. Vis. Comput. Graph., 2024)

BudsAuth: Toward Gesture-Wise Continuous User Authentication Through Earbuds Vibration Sensing. - Yong Wang 020; Tianyu Yang; Chunxiao Wang; Feng Li 002; Pengfei Hu 001; Yiran Shen 001 (IEEE Internet Things J., 2024)

EV-Tach: A Handheld Rotational Speed Estimation System With Event Camera. - Guangrong Zhao; Yiran Shen 001; Ning Chen; Pengfei Hu 001; Lei Liu 003; Hongkai Wen 001 (IEEE Trans. Mob. Comput., 2024)

VibHead: An Authentication Scheme for Smart Headsets through Vibration. - Feng Li 002; Jiayi Zhao; Huan Yang 001; Dongxiao Yu; Yuanfeng Zhou; Yiran Shen 001 (ACM Trans. Sens. Networks, 2024)

LR-Auth: Towards Practical Implementation of Implicit User Authentication on Earbuds. - Changshuo Hu; Xiao Ma; Xinger Huang; Yiran Shen 001; Dong Ma 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

Ef-kpress: joint event-frame compression and video generation with event cameras for low-bandwidth VR streaming. - Guangyong Hao; Yiran Shen 001; Feng Li 002 (CCF Trans. Pervasive Comput. Interact., 2024)

VF-Lens: Enhancing Visual Perception of Visually Impaired Users in VR via Adversarial Learning with Visual Field Attention. - Xiaoming Chen 006; Dehao Han; Qiang Qu; Yiran Shen 001 (VR, 2025)

Design and evaluation of AR-based adaptive human-computer interaction cognitive training. - Man Chu; Jing Qu; Tan Zou; Qinbiao Li; Lingguo Bu; Yiran Shen 001 (Int. J. Hum. Comput. Stud., 2025)

Beyond Subspace Isolation: Many-to-Many Transformer for Light Field Image Super-Resolution. - Zeke Zexi Hu; Xiaoming Chen 006; Vera Yuk Ying Chung; Yiran Shen 001 (IEEE Trans. Multim., 2025)

NVS-SQA: Exploring Self-Supervised Quality Representation Learning for Neurally Synthesized Scenes without References. - Qiang Qu; Yiran Shen 001; Xiaoming Chen 006; Yuk Ying Chung; Tom Weidong Cai; Tongliang Liu (CoRR, 2025)

RGBE-Gaze: A Large-Scale Event-Based Multimodal Dataset for High Frequency Remote Gaze Tracking. - Guangrong Zhao; Yiran Shen 001; Chenlong Zhang; Zhaoxin Shen; Yuanfeng Zhou; Hongkai Wen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Ev-Layout: A Large-scale Event-based Multi-modal Dataset for Indoor Layout Estimation and Tracking. - Xucheng Guo; Yiran Shen 001; Xiaofang Xiao; Yuanfeng Zhou; Lin Wang 025 (CoRR, 2025)

Ui-Ear: On-Face Gesture Recognition Through On-Ear Vibration Sensing. - Guangrong Zhao; Yiran Shen 001; Feng Li 002; Lei Liu 003; Lizhen Cui; Hongkai Wen 001 (IEEE Trans. Mob. Comput., 2025)

EX-Gaze: High-Frequency and Low-Latency Gaze Tracking with Hybrid Event-Frame Cameras for On-Device Extended Reality. - Ning Chen; Yiran Shen 001; Tongyu Zhang; Yanni Yang; Hongkai Wen 001 (IEEE Trans. Vis. Comput. Graph., 2025)

AirtypeLogger: How Short Keystrokes in Virtual Space Can Expose Your Semantic Input to Nearby Cameras. - Tongyu Zhang; Yiran Shen 001; Ning Chen; Guoming Zhang; Yuanfeng Zhou (IEEE Trans. Vis. Comput. Graph., 2025)