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Social Edge Computing: Empowering Human-Centric Edge Computing, Learning and Intelligence

1, 2023

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FedSens: A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing

IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, 2021, p.1-10

2021

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CrowdLearn: A Crowd-AI Hybrid System for Deep Learning-based Damage Assessment Applications

2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS), 2019, p.1221-1232

2019

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An Integrated Top-down and Bottom-up Task Allocation Approach in Social Sensing based Edge Computing Systems

IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, 2019, p.766-774

2019

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SocialDrone: An Integrated Social Media and Drone Sensing System for Reliable Disaster Response

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications, 2020, p.218-227

2020

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A Real-Time and Non-Cooperative Task Allocation Framework for Social Sensing Applications in Edge Computing Systems

2018 IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2018, p.316-326

2018

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When Social Sensing Meets Edge Computing: Vision and Challenges

2019 28th International Conference on Computer Communication and Networks (ICCCN), 2019, p.1-9

2019

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SEAD: Towards A Social-Media-Driven Energy-Aware Drone Sensing Framework

2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS), 2019, p.647-654

2019

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Towards Scalable and Dynamic Social Sensing Using A Distributed Computing Framework

2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS), 2017, p.966-976

2017

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FairFL: A Fair Federated Learning Approach to Reducing Demographic Bias in Privacy-Sensitive Classification Models

2020 IEEE International Conference on Big Data (Big Data), 2020, p.1051-1060

2020

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Demo Abstract: Real-Time Heterogeneous Edge Computing System for Social Sensing Applications

2018 IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2018, p.101-102

2018

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EdgeBatch: Towards AI-Empowered Optimal Task Batching in Intelligent Edge Systems

2019 IEEE Real-Time Systems Symposium (RTSS), 2019, p.366-379

2019

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HeteroEdge: taming the heterogeneity of edge computing system in social sensing

Proceedings of the International Conference on Internet of Things Design and Implementation, 2019, p.37-48

2019

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Towards reliable online clickbait video detection: A content-agnostic approach

Knowledge-based systems, 2019-10, Vol.182, p.104851, Article 104851

2019

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Phonetic RNN-Transducer for Mispronunciation Diagnosis

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-5

2023

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FauxBuster: A Content-free Fauxtography Detector Using Social Media Comments

2018 IEEE International Conference on Big Data (Big Data), 2018, p.891-900

2018

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DASC: Towards a road Damage-Aware Social-media-driven Car sensing framework for disaster response applications

Pervasive and mobile computing, 2020-09, Vol.67, p.101207, Article 101207

2020

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On Opinion Characterization in Social Sensing: A Multi-view Subspace Learning Approach

2018 14th International Conference on Distributed Computing in Sensor Systems (DCOSS), 2018, p.155-162

2018

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An online reinforcement learning approach to quality-cost-aware task allocation for multi-attribute social sensing

Pervasive and mobile computing, 2019-11, Vol.60, p.101086, Article 101086

2019

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SocialCar: A Task Allocation Framework for Social Media Driven Vehicular Network Sensing Systems

2019 15th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN), 2019, p.125-130

2019

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StreamGuard: A Bayesian Network Approach to Copyright Infringement Detection Problem in Large-scale Live Video Sharing Systems

2018 IEEE International Conference on Big Data (Big Data), 2018, p.901-910

2018

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HeteroSAS: A Heterogeneous Resource Management Framework for "All-in-the-Air" Social Airborne Sensing in Disaster Response

2021 17th International Conference on Distributed Computing in Sensor Systems (DCOSS), 2021, p.132-139

2021

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CaMR: towards connotation-aware music retrieval on social media with visual inputs

2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2020, p.425-429

2020

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CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual Inputs

Social network analysis and mining, 2021-12, Vol.11 (1), p.119, Article 119

2021

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VulnerCheck: A Content-Agnostic Detector for Online Hatred-Vulnerable Videos

2019 IEEE International Conference on Big Data (Big Data), 2019, p.573-582

2019

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Social Edge Computing: Empowering Human-Centric Edge Computing, Learning and Intelligence

FedSens: A Federated Learning Approach for Smart Health Sensing with Class Imbalance in Resource Constrained Edge Computing

CrowdLearn: A Crowd-AI Hybrid System for Deep Learning-based Damage Assessment Applications

An Integrated Top-down and Bottom-up Task Allocation Approach in Social Sensing based Edge Computing Systems

SocialDrone: An Integrated Social Media and Drone Sensing System for Reliable Disaster Response

A Real-Time and Non-Cooperative Task Allocation Framework for Social Sensing Applications in Edge Computing Systems

When Social Sensing Meets Edge Computing: Vision and Challenges

SEAD: Towards A Social-Media-Driven Energy-Aware Drone Sensing Framework

Towards Scalable and Dynamic Social Sensing Using A Distributed Computing Framework

FairFL: A Fair Federated Learning Approach to Reducing Demographic Bias in Privacy-Sensitive Classification Models

Demo Abstract: Real-Time Heterogeneous Edge Computing System for Social Sensing Applications

EdgeBatch: Towards AI-Empowered Optimal Task Batching in Intelligent Edge Systems

HeteroEdge: taming the heterogeneity of edge computing system in social sensing

Towards reliable online clickbait video detection: A content-agnostic approach

Phonetic RNN-Transducer for Mispronunciation Diagnosis

FauxBuster: A Content-free Fauxtography Detector Using Social Media Comments

DASC: Towards a road Damage-Aware Social-media-driven Car sensing framework for disaster response applications

On Opinion Characterization in Social Sensing: A Multi-view Subspace Learning Approach

An online reinforcement learning approach to quality-cost-aware task allocation for multi-attribute social sensing

SocialCar: A Task Allocation Framework for Social Media Driven Vehicular Network Sensing Systems

StreamGuard: A Bayesian Network Approach to Copyright Infringement Detection Problem in Large-scale Live Video Sharing Systems

HeteroSAS: A Heterogeneous Resource Management Framework for "All-in-the-Air" Social Airborne Sensing in Disaster Response

CaMR: towards connotation-aware music retrieval on social media with visual inputs

CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual Inputs

VulnerCheck: A Content-Agnostic Detector for Online Hatred-Vulnerable Videos

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