Yiran SHEN

Yiran SHEN

沈益冉

School of Software, Shandong University. Since 2024-09-01

Email: yiran.shen@sdu.edu.cn

Research interests:

Mobile Sensing

Virtual Reality

Biography

Yiran Shen (沈益冉) is a Full Professor at the School of Software, Shandong University. His research interests center on Virtual Reality and Pervasive Computing, spanning signal processing, machine learning, and security and privacy in virtual and mobile systems, with a strong emphasis on human-centered computing. By leveraging the multimodal sensing capabilities of advanced mobile and wearable devices, his work seeks to understand user behaviors in VR/AR/MR environments and enable innovative applications and services.

Before joining Shandong University, he conducted research at CSIRO, Australia, and the Singapore-MIT Alliance for Research and Technology (SMART). He earned his Ph.D. in Computer Science from the University of New South Wales (UNSW), Australia, under the supervision of Prof. Chun Tung Chou and Prof. Wen Hu.

He currently serves as an Associate Editor for ACM Transactions on Sensor Networks (TOSN) and the CAVW Journal.

Publications

MirrorPose: Enabling Full-body Gestures Interaction for Head-mounted Devices with a Full-length Mirror

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IEEE International Symposium on Mixed and Augmented Reality 2025

EEG2Gaussian: Decoding and Visualizing Visual-Evoked EEG for VR Scenes Using 3D Gaussian Splatting

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IEEE International Symposium on Mixed and Augmented Reality (ISMAR Conference Track), CCF B 2025

p-Blend: Privacy- and Utility-Preserving Blendshape Perturbation Against Re-identification Attacks in Virtual Reality

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IEEE International Symposium on Mixed and Augmented Reality 2025

EV-Eye: Rethinking High-frequency Eye Tracking through the Lenses of Event Cameras

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37th Conference on Neural Information Processing System (NeurIPS). CCF A 2024

VibHead: An Authentication Scheme for Smart Headsets through Vibration

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ACM Transactions on Sensor Networks (TOSN). CCF B 2024

E2HQV: High-Quality Video Generation from Event Camera via Theory-inspired Model-aided Deep Learning

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the 38th Annual AAAI Conference on Artificial Intelligence CCF A 2024

Understanding the Impact of Longitudinal VR Training on Users with Mild Cognitive Impairment Using fNIRS and Behavioral Data

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IEEE VR 2024. CCF A 2024

NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural Video Synthesis Methods

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IEEE VR 2024 (TVCG Special Track).CCF A 2024

Swift-Eye: Towards Anti-blink Pupil Tracking for Precise and Robust High-Frequency Near-Eye Movement Analysis with Event Cameras

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IEEE VR 2024 (TVCG Special Track).CCF A;Best Paper(最佳论文) 2024

Towards High-Speed Passive Visible Light Communication with Event Cameras and Digital Micro-Mirrors

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ACM SenSys (CCF B，清华列表A) 2024

RGBE-Gaze: A Large-scale Event-based Multimodal Dataset for High Frequency Remote Gaze Tracking

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IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), CCF A 2024

Ui-Ear: On-face Gesture Recognition Through On-ear Vibration Sensing

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IEEE Transactions on Mobile Computing (TMC), CCF A 2024

Ef‐kpress: joint event‐frame compression and video generation with event cameras for low‐bandwidth VR streaming.

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CCF Transactions on Pervasive Computing and Interaction 2024

EV-LFV: Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras

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Vera Yuk Ying Chung

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IEEE Transactions on Visualization and Computer Graphics (TVCG). CCF A 2023

EV-Perturb: event-stream perturbation for privacy-preserving classification with dynamic vision sensors

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MULTIMEDIA TOOLS AND APPLICATIONS 2023

In-Situ Fish Heart-Rate Estimation and Feeding Event Detection Using an Implantable Biologger

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Timothy D. Clark

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Frederieke Kroon

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Andrea Severati

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IEEE Transactions on Mobile Computing,CCF A 2023

EV-Tach: A Handheld Rotational Speed Estimation System with Event Camera

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IEEE Transactions on Mobile Computing (TMC), CCF A 2023

High Frequency Event-based Eye Tracking Towards Mental Health Diagnosis

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2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2023

Event-Stream Representation for Human Gaits Identification Using Deep Neural Networks

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IEEE Transactions on Pattern Recognition and Machine Intelligence (TPAMI). CCF A 2022

Classification of clustered microseismic events in a coal mine using machine learning. Journal of Rock Mechanics and Geotechnical Engineering.

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Journal of Rock Mechanics and Geotechnical Engineering 2021

LeaD: Learn to Decode Vibration-based Communication for Intelligent Internet of Things

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ACM Transactions on Sensor Networks. CCF B 2021

P4Mobi: A Probabilistic Privacy-Preserving Framework for Publishing Mobility Datasets.

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Dinusha Vatsalan

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IEEE Transactions on Vehichular Technology 2020

Estimating Heart Rate and Detecting Feeding Events of Fish Using an Implantable Biologger.

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Frederieke Kroon

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Andrea Severati

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19th ACM/IEEE Conference on Information Processing on Sensor Networks (IPSN) 2020

Gait-Watch: A Gait-based Context-aware Authentication System for Smart Watch via Sparse Coding.

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Ad Hoc Networks 2020

Towards A Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things.

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Aruna Seneviratne

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IEEE Transactions on Mobile Computing (TMC) 2020

Securing Cyber-physical Social Interactions on Wrist-worn Devices

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ACM Transactions on Sensor Networks. 2020

EV-Gait: Event-based Robust Gait Recognition using Dynamic Vision Sensors.

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International Conference on Computer Vision and Pattern Recognition (CVPR) 2020

Design and Implementation of Secret Key Agreement for Platoon-based Vehicular Cyber-physical Systems

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Ricardo Severino

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ACM Transactions on Cyber-Physical Systems 2019

Weakly supervised brain lesion segmentation via attentional representation learning

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International Conference on Medical Image Computing and Computer-Assisted Intervention 2019

GaitLock: Protect Virtual and Augmented Reality Headsets Using Gait.

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IEEE Transactions on Dependable and Secure Computing. 2019

Predictable Privacy-Preserving Mobile Crowd Sensing: A Tale of Two Roles.

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IEEE/ACM Transactions on Networking (TON) 2019

HydraDoctor: Real-time Liquids Intake Monitoring by Collaborative Sensing

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Christ Xiaoxuan Lu

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International Conference on Distributed Computing and Networking (ICDCN) 2019

DeepAuth: In-situ Authentication for Smartwatches via Deeply Learned Behavioural Biometrics

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22nd International Symposium on Wearable Computers (ISWC) 2018

Acies: A Privacy-Preserving System for Edge-Based Classification

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Aruna Seneviratne

17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) 2018

HealCam: Energy-efficient and Privacy-preserving Human Vital Cycles Monitoring on Camera-enabled Smart Devices

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Computer Networks 2018

Shake-n-Shack: Enabling Data Exchange Between Smart Wearables via Handshakes

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2018 IEEE International Conference on Pervasive Computing and Communications (PerCom) 2018

Privacy-preserving sparse representation classification in cloud-enabled mobile applications

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Computer Networks 2018

Snoopy: Sniffing Your Passwords From Motion Sensors on Smartwatches

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Ivan Martinovic

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Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp) 2017

Normal Direction Local Binary Pattern for Fragment Reconstruction

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IEEE International Conference on Multimedia and Expo (ICME) 2017

Sensor-assisted Multi-view Face Recognition System on Smart Glass

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IEEE Transactions on Mobile Computing 2017

Gait-Watch: A Context-aware Authentication System for Smart Watch Based on Gait Recognition

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2nd IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI) 2017

Learn to recognise: exploring priors of sparse face recognition on smartphones

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IEEE Transactions on Mobile Computing 2016

Sensor-assisted face recognition system on smart glass via multi-view sparse representation classification

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ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) 2016

Opportunistic Radio Assisted Navigation for Autonomous Ground Vehicles

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Savvas Papaioannou

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Winston Chrchill

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International Conference on Distributed Computing in Sensor Systems 2015

Real-time and Robust Compressive Background Subtraction for Embedded Camera Networks

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IEEE Transactions on Mobile Computing 2015

Face Recognition on Smartphones Via Optimised Sparse Representation Classification

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International Symposium on Information Processing in Sensor Networks 2014

Real-time Classification via Sparse Representation in Acoustic Sensor Networks

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ACM Conference on Embedded Networked Sensor Systems 2013

Nonuniform Compressive Sensing for Heterogeneous Wireless Sensor Networks

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IEEE Sensors Journal ( Volume: 13, Issue: 6, June 2013) 2013

Efficient Background Subtraction for Real-time Tracking in Embedded Camera Networks

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ACM Conference on Embedded Network Sensor Systems(SenSys) 2012

Contact

Intelligent Graphics and Image Processing Laboratory,
School of Software, Shandong University, Jinan 250101, China
Email: igip_sdu@163.com

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