Dong Wang 0002 - researchr alias

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2023

A crowd-AI dynamic neural network hyperparameter optimization approach for image-driven social sensing applicationsYang Zhang 0031, Ruohan Zong, Lanyu Shang, Dong Wang 0002. kbs, 278:110864, October 2023. [doi]

A Crowdsourced Learning Framework to Optimize Cross-Event QoS in AI-powered Social SensingYang Zhang 0031, Ruohan Zong, Lanyu Shang, Huimin Zeng, Zhenrui Yue, Dong Wang 0002. secon 2023: 429-437 [doi]

What and Why? Towards Duo Explainable Fauxtography Detection Under Constrained SupervisionZiyi Kou, Daniel Yue Zhang, Lanyu Shang, Dong Wang 0002. tbd, 9(1):133-146, February 2023. [doi]

CovidTrak: A Vision on Social Intelligence-Empowered COVID-19 Contact TracingMd. Tahmid Rashid, Dong Wang 0002. tcss, 10(6):3385-3405, December 2023. [doi]

CrowdWaterSens: An uncertainty-aware crowdsensing approach to groundwater contamination estimationLanyu Shang, Yang Zhang 0031, Quanhui Ye, Shannon L. Speir, Brett W. Peters, Ying Wu, Casey J. Stoffel, Diogo Bolster, Jennifer L. Tank, Danielle M. Wood, Na Wei, Dong Wang 0002. percom, 92:101788, 2023. [doi]

Fairness-aware training of face attribute classifiers via adversarial robustnessHuimin Zeng, Zhenrui Yue, Ziyi Kou, Yang Zhang 0031, Lanyu Shang, Dong Wang 0002. kbs, 264:110356, March 2023. [doi]

2022

An active one-shot learning approach to recognizing land usage from class-wise sparse satellite imagery in smart urban sensingYang Zhang 0031, Ruohan Zong, Lanyu Shang, Ziyi Kou, Dong Wang 0002. kbs, 249:108997, 2022. [doi]

A Multi-Branch Decoder Network Approach to Adaptive Temporal Data Selection and Reconstruction for Big Scientific Simulation DataYang Zhang 0031, Hanqi Guo 0001, Lanyu Shang, Dong Wang 0002, Tom Peterka. tbd, 8(6):1637-1649, 2022. [doi]

On streaming disaster damage assessment in social sensing: A crowd-driven dynamic neural architecture searching approachYang Zhang 0031, Ruohan Zong, Ziyi Kou, Lanyu Shang, Dong Wang 0002. kbs, 239:107984, 2022. [doi]

On Coupling Classification and Super-Resolution in Remote Urban Sensing: An Integrated Deep Learning ApproachYang Zhang 0031, Ruohan Zong, Lanyu Shang, Dong Wang 0002. tgrs, 60:1-17, 2022. [doi]

CrowdNAS: A Crowd-guided Neural Architecture Searching Approach to Disaster Damage AssessmentYang Zhang 0031, Ruohan Zong, Ziyi Kou, Lanyu Shang, Dong Wang 0002. pacmhci, 6(CSCW2):1-29, 2022. [doi]

CollabLearn: An Uncertainty-Aware Crowd-AI Collaboration System for Cultural Heritage Damage AssessmentYang Zhang 0031, Ruohan Zong, Ziyi Kou, Lanyu Shang, Dong Wang 0002. tcss, 9(5):1515-1529, 2022. [doi]

CrowdOptim: A Crowd-driven Neural Network Hyperparameter Optimization Approach to AI-based Smart Urban SensingYang Zhang 0031, Ruohan Zong, Lanyu Shang, Ziyi Kou, Huimin Zeng, Dong Wang 0002. pacmhci, 6(CSCW2):1-27, 2022. [doi]

Can I only share my eyes? A Web Crowdsourcing based Face Partition Approach Towards Privacy-Aware Face RecognitionZiyi Kou, Lanyu Shang, Yang Zhang 0031, Siyu Duan, Dong Wang 0002. WWW 2022: 3611-3622 [doi]

CrowdGraph: A Crowdsourcing Multi-modal Knowledge Graph Approach to Explainable Fauxtography DetectionZiyi Kou, Yang Zhang 0031, Daniel Zhang 0001, Dong Wang 0002. pacmhci, 6(CSCW2):1-28, 2022. [doi]

HC-COVID: A Hierarchical Crowdsource Knowledge Graph Approach to Explainable COVID-19 Misinformation DetectionZiyi Kou, Lanyu Shang, Yang Zhang 0031, Dong Wang 0002. pacmhci, 6(GROUP):1-25, 2022. [doi]

SEIS: A spatiotemporal-aware event investigation framework for social airborne sensing in disaster recovery applicationsMd. Tahmid Rashid, Dong Wang 0002. percom, 87:101717, 2022. [doi]

SmartWaterSens: A Crowdsensing-based Approach to Groundwater Contamination EstimationLanyu Shang, Yang Zhang 0031, Quanhui Ye, Na Wei, Dong Wang 0002. smartcomp 2022: 48-55 [doi]

SAT-Geo: A social sensing based content-only approach to geolocating abnormal traffic events using syntax-based probabilistic learningLanyu Shang, Yang Zhang, Christina Youn, Dong Wang 0002. ipm, 59(2):102807, 2022. [doi]

Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang 0002. CIKM 2022: 2423-2433 [doi]

Efficient Localness Transformer for Smart Sensor-Based Energy DisaggregationZhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang 0002. dcoss 2022: 141-148 [doi]

Domain Adaptation for Question Answering via Question ClassificationZhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang 0002. COLING 2022: 1776-1790 [doi]

Boosting Demographic Fairness of Face Attribute Classifiers via Latent Adversarial RepresentationsHuimin Zeng, Zhenrui Yue, Lanyu Shang, Yang Zhang 0031, Dong Wang 0002. bigdataconf 2022: 1588-1593 [doi]

Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain MixupHuimin Zeng, Zhenrui Yue, Ziyi Kou, Lanyu Shang, Yang Zhang 0031, Dong Wang 0002. asunam 2022: 159-162 [doi]

On Attacking Out-Domain Uncertainty Estimation in Deep Neural NetworksHuimin Zeng, Zhenrui Yue, Yang Zhang 0031, Ziyi Kou, Lanyu Shang, Dong Wang 0002. IJCAI 2022: 4893-4899 [doi]

2021

Sparse User Check-in Venue Prediction By Exploring Latent Decision Contexts From Location-Based Social NetworksDaniel Zhang 0001, Yang Zhang, Qi Li, Dong Wang 0002. tbd, 7(5):859-872, 2021. [doi]

StreamCollab: A Streaming Crowd-AI Collaborative System to Smart Urban Infrastructure Monitoring in Social SensingYang Zhang 0031, Lanyu Shang, Ruohan Zong, Zeng Wang, Ziyi Kou, Dong Wang 0002. hcomp 2021: 179-190 [doi]

FakeSens: A Social Sensing Approach to COVID-19 Misinformation Detection on Social MediaZiyi Kou, Lanyu Shang, Yang Zhang, Christina Youn, Dong Wang 0002. dcoss 2021: 140-147 [doi]

HeteroSAS: A Heterogeneous Resource Management Framework for "All-in-the-Air" Social Airborne Sensing in Disaster ResponseMd. Tahmid Rashid, Daniel Yue Zhang, Dong Wang 0002. dcoss 2021: 132-139 [doi]

CovidSens: a vision on reliable social sensing for COVID-19Md. Tahmid Rashid, Dong Wang 0002. air, 54(1):1-25, 2021. [doi]

CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual InputsLanyu Shang, Daniel Yue Zhang, Jialie Shen, Eamon Lopez Marmion, Dong Wang 0002. snam, 11(1):119, 2021. [doi]

KnowMeme: A Knowledge-enriched Graph Neural Network Solution to Offensive Meme DetectionLanyu Shang, Christina Youn, Yuheng Zha, Yang Zhang, Dong Wang 0002. eScience 2021: 186-195 [doi]

A Multimodal Misinformation Detector for COVID-19 Short Videos on TikTokLanyu Shang, Ziyi Kou, Yang Zhang, Dong Wang 0002. bigdataconf 2021: 899-908 [doi]

AOMD: An analogy-aware approach to offensive meme detection on social mediaLanyu Shang, Yang Zhang, Yuheng Zha, Yingxi Chen, Christina Youn, Dong Wang 0002. ipm, 58(5):102664, 2021. [doi]

2020

Toward Privacy-Aware Task Allocation in Social Sensing-Based Edge Computing SystemsDaniel Zhang 0001, Yue Ma 0001, Xiaobo Sharon Hu, Dong Wang 0002. iotj, 7(12):11384-11400, 2020. [doi]

On Physical-Social-Aware Localness Inference by Exploring Big Data from Location-Based ServicesChao Huang 0001, Dong Wang 0002, Jun Tao, Brian Mann. tbd, 6(4):679-690, 2020. [doi]

Scalable Uncertainty-Aware Truth Discovery in Big Data Social Sensing Applications for Cyber-Physical SystemsChao Huang 0001, Dong Wang 0002, Nitesh V. Chawla. tbd, 6(4):702-713, 2020. [doi]

DASC: Towards a road Damage-Aware Social-media-driven Car sensing framework for disaster response applicationsMd. Tahmid Rashid, Daniel Yue Zhang, Dong Wang 0002. percom, 67:101207, 2020. [doi]

CompDrone: Towards Integrated Computational Model and Social Drone Based Wildfire MonitoringMd. Tahmid Rashid, Yang Zhang, Daniel Yue Zhang, Dong Wang 0002. dcoss 2020: 43-50 [doi]

FauxWard: a graph neural network approach to fauxtography detection using social media commentsLanyu Shang, Yang Zhang 0031, Daniel Zhang 0001, Dong Wang 0002. snam, 10(1):76, 2020. [doi]

A Multi-modal Graph Neural Network Approach to Traffic Risk Forecasting in Smart Urban SensingYang Zhang, Xiangyu Dong, Lanyu Shang, Daniel Zhang, Dong Wang 0002. secon 2020: 1-9 [doi]

PQA-CNN: Towards Perceptual Quality Assured Single-Image Super-Resolution in Remote SensingYang Zhang, Xiangyu Dong, Md. Tahmid Rashid, Lanyu Shang, Jun Han, Daniel Zhang 0001, Dong Wang 0002. iwqos 2020: 1-10 [doi]

2019

Demo Abstract: Real-time Social Sensing Task Allocation Strategies in Heterogeneous Edge Computing SystemsDaniel Zhang 0001, Dong Wang 0002. infocom 2019: 977-978 [doi]

Poster Abstract: A Dynamic Data-Driven Prediction Model for Sparse Collaborative Sensing ApplicationsDaniel Zhang 0001, Yang Zhang 0031, Dong Wang 0002. infocom 2019: 1063-1064 [doi]

On Scalable and Robust Truth Discovery in Big Data Social Media Sensing ApplicationsDaniel Zhang 0001, Dong Wang 0002, Nathan Vance, Yang Zhang 0031, Steven Mike. tbd, 5(2):195-208, 2019. [doi]

The Age of Social SensingDong Wang 0002, Boleslaw K. Szymanski, Tarek Abdelzaher, Heng Ji, Lance M. Kaplan. Computer, 52(1):36-45, 2019. [doi]

An online reinforcement learning approach to quality-cost-aware task allocation for multi-attribute social sensingYang Zhang 0031, Daniel Yue Zhang, Nathan Vance, Dong Wang 0002. percom, 60, 2019. [doi]

Characterizing online health and wellness information consumption: A studyAastha Nigam, Reid A. Johnson, Dong Wang 0002, Nitesh V. Chawla. inffus, 46:33-43, 2019. [doi]

VulnerCheck: A Content-Agnostic Detector for Online Hatred-Vulnerable VideosLanyu Shang, Daniel Yue Zhang, Michael Wang, Dong Wang 0002. bigdataconf 2019: 573-582 [doi]

Towards reliable online clickbait video detection: A content-agnostic approachLanyu Shang, Daniel Yue Zhang, Michael Wang, Shuyue Lai, Dong Wang 0002. kbs, 182, 2019. [doi]

Towards Reliability in Online High-Churn Edge Computing: A Deviceless Pipelining ApproachNathan Vance, Md. Tahmid Rashid, Daniel Zhang, Dong Wang 0002. smartcomp 2019: 301-308 [doi]

Towards Optimal Incentive-Driven Verification in Social Sensing Based Smart City ApplicationsNathan Vance, Daniel Zhang, Yang Zhang 0031, Dong Wang 0002. hpcc 2019: 2700-2707 [doi]

HeteroEdge: taming the heterogeneity of edge computing system in social sensingDaniel Yue Zhang, Tahmid Rashid, Xukun Li, Nathan Vance, Dong Wang 0002. iotdi 2019: 37-48 [doi]

Heterogeneous social sensing edge computing system for deep learning based disaster response: demo abstractDaniel Yue Zhang, Dong Wang 0002. iotdi 2019: 269-270 [doi]

An Integrated Top-down and Bottom-up Task Allocation Approach in Social Sensing based Edge Computing SystemsDaniel Yue Zhang, Dong Wang 0002. infocom 2019: 766-774 [doi]

RiskCast: social sensing based traffic risk forecasting via inductive multi-view learningYang Zhang, Hongxiao Wang, Daniel Yue Zhang, Yiwen Lu, Dong Wang 0002. asunam 2019: 154-157 [doi]

CrowdLearn: A Crowd-AI Hybrid System for Deep Learning-based Damage Assessment ApplicationsDaniel Yue Zhang, Yang Zhang, Qi Li, Thomas Plummer, Dong Wang 0002. icdcs 2019: 1221-1232 [doi]

Through the eyes of a poet: classical poetry recommendation with visual input on social mediaDaniel Yue Zhang, Bo Ni, Qiyu Zhi, Thomas Plummer, Qi Li, Hao Zheng, Qingkai Zeng, Yang Zhang, Dong Wang 0002. asunam 2019: 333-340 [doi]

2018

Towards Reliable Hypothesis Validation in Social Sensing ApplicationsDong Wang 0002, Daniel Zhang, Chao Huang. secon 2018: 64-72 [doi]

Who to select: Identifying critical sources in social sensingDong Wang 0002, Nathan Vance, Chao Huang. kbs, 145:98-108, 2018. [doi]

A Light-Weight and Quality-Aware Online Adaptive Sampling Approach for Streaming Social Sensing in Cloud ComputingYang Zhang 0031, Daniel Zhang 0001, Nathan Vance, Qi Li 0016, Dong Wang 0002. icpads 2018: 1-8 [doi]

Simulating Large-Scale Social Sensing Based Edge Computing Systems with Heterogeneous Network ConfigurationsNathan Vance, Ryan Mackey, Daniel Zhang, Dong Wang 0002. secon 2018: 466-467 [doi]

Privacy-Aware Edge Computing in Social Sensing Applications Using Ring SignaturesNathan Vance, Daniel Yue Zhang, Yang Zhang 0031, Dong Wang 0002. icpads 2018: 755-762 [doi]

Demo Abstract: Real-Time Heterogeneous Edge Computing System for Social Sensing ApplicationsDaniel Zhang, Nathan Vance, Dong Wang 0002. rtas 2018: 101-102 [doi]

An End-to-End Scalable Copyright Detection System for Online Video Sharing PlatformsDaniel Yue Zhang, Jose Badilla, Herman Tong, Dong Wang 0002. asunam 2018: 626-629 [doi]

Towards Reliable Missing Truth Discovery in Online Social Media Sensing ApplicationsDaniel Yue Zhang, Jose Badilla, Yang Zhang, Dong Wang 0002. asunam 2018: 143-150 [doi]

Optimizing Online Task Allocation for Multi-Attribute Social SensingYang Zhang, Daniel Zhang, Nathan Vance, Dong Wang 0002. icccn 2018: 1-9 [doi]

Cooperative-Competitive Task Allocation in Edge Computing for Delay-Sensitive Social SensingDaniel Zhang, Yue Ma, Chao Zheng, Yang Zhang, Xiaobo Sharon Hu, Dong Wang 0002. edge 2018: 243-259 [doi]

On Opinion Characterization in Social Sensing: A Multi-view Subspace Learning ApproachYang Zhang, Nathan Vance, Daniel Zhang, Dong Wang 0002. dcoss 2018: 155-162 [doi]

Poster: On Cost-Sensitive Task Allocation in Social Sensing: An Online Learning ApproachYang Zhang, Dong Wang 0002. dcoss 2018: 115-116 [doi]

A Real-Time and Non-Cooperative Task Allocation Framework for Social Sensing Applications in Edge Computing SystemsDaniel Zhang, Yue Ma, Yang Zhang, Suwen Lin, X. Sharon Hu, Dong Wang 0002. rtas 2018: 316-326 [doi]

Robust State Prediction with Incomplete and Noisy Measurements in Collaborative SensingDaniel Zhang, Yang Zhang, Qi Li, Nathan Vance, Dong Wang 0002. mass 2018: 460-468 [doi]

StreamGuard: A Bayesian Network Approach to Copyright Infringement Detection Problem in Large-scale Live Video Sharing SystemsDaniel Yue Zhang, Lixing Song, Qi Li, Yang Zhang, Dong Wang 0002. bigdataconf 2018: 901-910 [doi]

Crowdsourcing-Based Copyright Infringement Detection in Live Video StreamsDaniel Yue Zhang, Qi Li, Herman Tong, Jose Badilla, Yang Zhang, Dong Wang 0002. asunam 2018: 367-374 [doi]

FauxBuster: A Content-free Fauxtography Detector Using Social Media CommentsDaniel Yue Zhang, Lanyu Shang, Biao Geng, Shuyue Lai, Ke Li, Hongmin Zhu, Md. Tanvir Al Amin, Dong Wang 0002. bigdataconf 2018: 891-900 [doi]

2017

ClariSense+: An enhanced traffic anomaly explanation service using social network feedsPrasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Dong Wang 0002, Lance M. Kaplan, Jemin George, Raghu K. Ganti. percom, 41:381-396, 2017. [doi]

Critical Source Selection in Social Sensing ApplicationsChao Huang, Dong Wang 0002. dcoss 2017: 53-60 [doi]

Towards Diversified Local Users Identification Using Location Based Social NetworksChao Huang, Dong Wang 0002, Shenglong Zhu. asunam 2017: 115-118 [doi]

Where are you from: Home location profiling of crowd sensors from noisy and sparse crowdsourcing dataChao Huang, Dong Wang 0002, Shenglong Zhu. infocom 2017: 1-9 [doi]

An Unsupervised Approach to Inferring the Localness of People Using Incomplete Geotemporal Online Check-In DataChao Huang, Dong Wang 0002, Jun Tao. tist, 8(6), 2017. [doi]

A Neural Network Approach for Truth Discovery in Social SensingJermaine Marshall, Arturo Argueta, Dong Wang 0002. mass 2017: 343-347 [doi]

2012

On quantifying the quality of information in social sensingDong Wang 0002. PhD thesis, University of Illinois Urbana-Champaign, USA, 2012. [doi]

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