Yiran SHEN

Yiran SHEN

沈益冉

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

Email: yiran.shen@sdu.edu.cn

Research interests:

IoT

artificial intelligence

Biography

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

Publications

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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