Biography

Bio


Yiran Shen is professor at School of Software, Shandong University. His current research interests span the sensing, human computer interaction and security on virtual reality systems. Prior to joining Shandong University, he worked at CSIRO, Australia and Singapore-MIT Alliance for Research and Technology (SMART). He obtained his PhD from UNSW under the supervision of Professor Chun Tung Chou and Professor Wen Hu. He is now IEEE Senior Member, Associate Editor of ACM TOSN, he also serves a number of international conferences as TPCs.









NEWS


2024.7 I am invited to serve as program committee member for IEEE VR 2025


2024.6 I am invited to serve as associate editor for ACM Transactions on Sensor Networks (TOSN)


2024.4 TOSN Special Issue on Computing, Sensing and Networking for Immersive Systems started to accept papers,details can be found from call for paper 


2024.3 our paper, "Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras" is awarded the Best Paper Award at IEEE VR 2024


2023.12 Our papers, "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) and  "Understanding the Impact of Longitudinal VR Training on Users with Mild Cognitive Impairment Using fNIRS and Behavioral Data" (Conference full paper), are accepted by IEEE VR 2024


2023.12 Our paper "E2HQV: High-Quality Video Generation from Event Camera Via Theory-Inspired Model-aided Deep Learning " is accepted by AAAI 2024


2023.11 Our paper "EV-Tach: A Handheld Rotational Speed Estimation System with Event Camera" is accepted by IEEE Transactions on Mobile Computing (TMC)


2023.9 Our paper "EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras" is accepted by Neural Information Processing Systems (NeurIPS) 2023






Selected Publications(*Corresponding author)


40. 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 VR (TVCG Special Track). CCF A; Best Paper


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


38. 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, IEEE VR. 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


Education
  • 2010/07/22-2014/07/31
    University of New South Wales
    Computer Science
    With Certificate of Graduation for Doctorate Study
  • 2006/09/01-2010/06/30
    山东大学
    Information and Communication Engineering
    University graduated
Professional Experience
  • 2021-1 — Now
    School of SoftwareShandong University
    Professor
Publication
Papers

(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 (0)

(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 .2024 ,20 (4):1

(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 .2024 ,38 (5):4632-4640

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

(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 (5)

(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 .2023 ,29 (11):4546-4555

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

(12)沈益冉. In-Situ Fish Heart-Rate Estimation and Feeding Event Detection Using an Implantable Biologger .IEEE Transactions on Mobile Computing .2023 ,22 (2):968

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

Patens
Student Information
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