Daniel Zhang | 张越

Publications

My publication list is also available on Google Scholar and DBLP.

First-Authored Publications

[IEEE Trans. on BigData] Sparse User Check-in Venue Prediction By Exploring Latent Decision Contexts From Location-Based Social Networks
Authors: Daniel (Yue) Zhang, Yang Zhang, Qi Li, and Dong Wang.
Published In: IEEE Transactions on BigData, 2020, in press.
[AAAI '20] Crowd-assisted Disaster Scene Assessment with Human-AI Interactive Attention
Authors: Daniel (Yue) Zhang, Yifeng Huang, Yang Zhang, and Dong Wang.
Published In: The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020. Oral Presentation (Acceptance rate: 20.6%)
[RTSS '19] EdgeBatch: Towards AI-empowered Optimal Task Batching in Intelligent Edge Systems
Authors: Daniel (Yue) Zhang, Nathan Vance, Yang Zhang, Md Tahmid Rashid and Dong Wang.
Published In: 40th IEEE Real-Time Systems Symposium (RTSS), 2019.
[ASONAM '19] Through The Eyes of A Poet: Classical Poetry Recommendation with Visual Input on Social Media
Authors: Daniel (Yue) Zhang, Bo Ni, Qiyu Zhi, Thomas Plummer, Qi Li, Hao Zheng, Qingkai Zeng, Yang Zhang and Dong Wang.
Published In: 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). (Acceptance rate: 14%)
[ICCCN '19] When Social Sensing Meets Edge Computing: Vision and Challenges (Invited Paper)
Authors: Daniel (Yue) Zhang, Nathan Vance and Dong Wang.
Published In: IEEE International Conference on Computer Communications and Networks (ICCCN), 2019.
[ICDCS '19] CrowdLearn: A Crowd-AI Hybrid System for Deep Learning-based Damage Assessment Applications
Authors: Daniel (Yue) Zhang, Yang Zhang, Qi Li, Thomas Plummer and Dong Wang.
Published In: IEEE International Conference on Distributed Computing Systems (ICDCS), 2019. (Acceptance rate: 19.6%)
[IoTDI '19] HeteroEdge: Taming The Heterogeneity of Edge Computing System in Social Sensing
Authors: Daniel (Yue) Zhang, Md Tahmid Rashid, Xukun Li, Nathan Vance and Dong Wang.
Published In: ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI), 2019.
[INFOCOM '19] An Integrated Top-down and Bottom-up Task Allocation Approach in Social Sensing based Edge Computing Systems
Authors: Daniel (Yue) Zhang and Dong Wang.
Published In: IEEE International Conference on Computer Communications (INFOCOM), 2019.
[BigData '18] FauxBuster: A Content-free Fauxtography Detector Using Social Media Comments
Authors: Daniel (Yue) Zhang, Lanyu Shang, Biao Geng, Shuyue Lai, Ke Li, Hongmin Zhu, Md Tanvir Amin and Dong Wang.
Published In: IEEE International Conference on Big Data (BigData), 2018.(Acceptance rate: 18.9%)
[BigData '18] StreamGuard: A Bayesian Network Approach to Copyright Infringement Detection Problem in Large-scale Live Video Sharing Systems
Authors: Daniel (Yue) Zhang, Lixing Song, Qi Li, Yang Zhang and Dong Wang.
Published In: IEEE International Conference on Big Data (BigData), 2018.(Acceptance rate: 18.9%)
[SEC '18] Cooperative-Competitive Task Allocation in Edge Computing for Delay-Sensitive Social Sensing
Authors: Daniel (Yue) Zhang, Yue Ma, Chao Zheng, Yang Zhang, X. Sharon Hu and Dong Wang.
Published In: Third ACM/IEEE Symposium on Edge Computing (SEC), 2018.
[ASONAM '18] Crowdsourcing-based Copyright Infringement Detection in Live Video Streams
Authors: Daniel (Yue) Zhang, Qi Li, Herman Tong, Jose Bandila, Yang Zhang and Dong Wang.
Published In: IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2018. (Acceptance rate: 15%)
[ASONAM '18] Towards Reliable Missing Truth Discovery in Online Social Media Sensing Applications
Authors: Daniel (Yue) Zhang, Jose Bandila, Yang Zhang and Dong Wang.
Published In: IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2018. (Acceptance rate: 15%)
[MASS '18] Robust State Prediction with Incomplete and Noisy Measurements in Collaborative Sensing
Authors: Daniel (Yue) Zhang, Yang Zhang, Qi Li, Nathan Vance and Dong Wang.
Published In: IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS), 2018.
[IEEE Trans. on BigData] On Scalable and Robust Truth Discovery in Big Data Social Media Sensing Applications
Authors: Daniel (Yue) Zhang, Dong Wang, Yang Zhang, Nathan Vance and Steven Mike.
Published In: IEEE Transactions on BigData, 2018, in press.
[RTAS '18] A Real-Time and Non-Cooperative Task Allocation Framework for Social Sensing Applications in Edge Computing System
Authors: Daniel (Yue) Zhang, Yue Ma, Yang Zhang, Suwen Lin, X. Sharon Hu and Dong Wang.
Published In: 24th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2018, in press.
[BigData '17] Constraint-Aware Dynamic Truth Discovery in Big Data Social Media Sensing
Authors: Daniel (Yue) Zhang, Dong Wang and Yang Zhang.
Published In: IEEE International Conference on Big Data (BigData), 2017.(Acceptance rate: 18%)
[BigData '17] Large-scale Point-of-Interest Category Prediction Using Natural Language Processing Models
Authors: Daniel (Yue) Zhang, Dong Wang, Hao Zheng, Xin Mu, Qi Li and Yang Zhang.
Published In: IEEE International Conference on Big Data (BigData), 2017.(Acceptance rate: 20%)
[ICDCS '17] Towards Scalable and Dynamic Social Sensing Using A Distributed Computing Framework
Authors: Daniel (Yue) Zhang, Chao Zheng, Dong Wang, Doug Thain, Chao Huang, Xin Mu and Greg Madey.
Published In: IEEE International Conference on Distributed Computing Systems (ICDCS), 2017. (Acceptance rate: 16.9%)
[BigData '16] On Robust Truth Discovery in Sparse Social Media Sensing
Authors: Daniel (Yue) Zhang, Rungang Han, Dong Wang and Chao Huang.
Published In: IEEE International Conference on Big Data (BigData), 2016.(Acceptance rate: 19%)
[Master's Thesis] A Cross-site Study of User Behavior and Privacy Perception in Social Networks
Authors: Daniel (Yue) Zhang. Committee: Melissa Dark (Chair), Justin Yang (Co-chair) and Brandeis Marshall.
Master's Thesis, Purdue University, 2014.

Co-authored Publications

[INFOCOM '20] SocialDrone: An Integrated Social Media and Drone Sensing System for Reliable Disaster Response
Authors: Md Tahmid Rashid, Daniel (Yue) Zhang and Dong Wang.
Published In: IEEE International Conference on Computer Communications (INFOCOM), 2020.(Acceptance rate: 19.8%)
[CIC '19] Social Edge Intelligence: Integrating Human and Artificial Intelligence at the Edge
Authors: Dong Wang, Daniel (Yue) Zhang Yang Zhang, Md Tahmid Rashid, Lanyu Shang and Na Wei .
Published In: IEEE International Conference on Collaboration and Internet Computing (CIC), 2019.
[PMC] An Online Reinforcement Learning Approach to Quality-Cost-Aware Task Allocation for Multi-Attribute Social Sensing
Authors: Yang Zhang, Daniel (Yue) Zhang and Dong Wang.
Published In: Pervasive Mobile Computing (PMC), 2019, in press.
[KBS] Towards Reliable Online Clickbait Video Detection:A Content-Agnostic Approach
Authors: Lanyu Shang, Daniel (Yue) Zhang, Michael Wang, Shuyue Lai and Dong Wang
Published In: Knowledge-Based Systems (KBS), 2019, in press.
[BigData 19'] VulnerCheck: A Content-Agnostic Detector for Online Hatred-Vulnerable Videos
Authors: Lanyu Shang, Michael Wang, Daniel (Yue) Zhang and Dong Wang
Published In: IEEE International Conference on Big Data (BigData), 2019.
[BigData 19'] TransLand: An Adversarial Transfer Learning Approach for Migratable Urban Land Usage Classification using Remote Sensing
Authors: Yang Zhang, Ruohan Zong, Jun Han, Hao Zheng, Qiuwen Lou, Daniel (Yue) Zhang and Dong Wang
Published In: IEEE International Conference on Big Data (BigData), 2019.
[ASONAM '19] RiskCast: Social Sensing based Traffic Risk Forecasting via Inductive Multi-View Learning
Authors: Yang Zhang, Hongxiao Wang, Daniel (Yue) Zhang, Yiwen Lu and Dong Wang.
Published In: IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2019. (Acceptance rate: 15%)
[HPCC '19] EdgeCache: A Game-theoretic Edge-based Content Caching System for Crowd Video Sharing
Authors: Nathan Vance, Daniel (Yue) Zhang and Dong Wang.
Published In: IEEE International Conference on High Performance Computing and Communications (HPCC), 2019.
[SmartCity '19] EdgeStore: Towards an Edge-based Distributed Storage System for Emergency Response
Authors: Md Tahmid Rashid, Daniel (Yue) Zhang and Dong Wang.
Published In: IEEE International Conference on Smart City (SmartCity), 2019.
[SmartCity '19] Towards Optimal Incentive-driven Verification in Social Sensing based Smart City Applications
Authors: Nathan Vance, Daniel (Yue) Zhang, Yang Zhang and Dong Wang.
Published In: IEEE International Conference on Smart City (SmartCity), 2019.
[ICCCN '19] CollabDrone: A Collaborative Spatiotemporal-Aware Drone Sensing System Driven by Social Sensing Signals
Authors: Md Tahmid Rashid, Daniel (Yue) Zhang, Zhiyu Liu, Hai Lin and Dong Wang.
Published In: IEEE International Conference on Computer Communications and Networks (ICCCN), 2019.
[SmartComp '19] Towards Reliability in Online High-Churn Edge Computing: A Deviceless Pipelining Approach
Authors: Nathan Vance, Md Tahmid Rashid, Daniel (Yue) Zhang and Dong Wang.
Published In: IEEE International Conference on Smart Computing (SmartComp), 2019.
[DCOSS '19] DeepRisk: A Deep Transfer Learning Approach to Migratable Traffic Risk Estimation in Intelligent Transportation using Social Sensing
Authors: Yang Zhang, Hongxiao Wang, Daniel (Yue) Zhang and Dong Wang.
Published In: International Conference on Distributed Computing in Sensor Systems (DCOSS), 2019.
[BigData '18] RiskSens: A Multi-view Learning Approach to Identifying Risky Traffic Locations in Intelligent Transportation Systems Using Social and Remote Sensing
Authors: Yang Zhang, Yiwen Lu, Daniel (Yue) Zhang, Lanyu Shang and Dong Wang.
Published In: IEEE International Conference on Big Data (BigData), 2018.(Acceptance rate: 18.9%)
[ICPADS '18] Privacy-aware Edge Computing in Social Sensing Applications using Ring Signatures
Authors: Nathan Vance, Daniel (Yue) Zhang, Yang Zhang and Dong Wang.
Published In: The International Conference on Parallel and Distributed Systems (ICPADS), 2018.
[ICPADS '18] A Light-weight and Quality-aware Online Adaptive Sampling Approach for Streaming Social Sensing in Cloud Computing
Authors: Yang Zhang, Daniel (Yue) Zhang, Nathan Vance, Qi Li and Dong Wang.
Published In: The International Conference on Parallel and Distributed Systems (ICPADS), 2018.
[IPCCC '18] Towards Optimized Online Task Allocation in Cost-Sensitive Crowdsensing Applications
Authors: Yang Zhang, Daniel (Yue) Zhang, Qi Li and Dong Wang.
Published In: The International Performance, Computing, and Communications Conference (IPCCC), 2018.
[SECON '18] Towards Reliable Hypothesis Validation in Social Sensing Applications
Authors: Dong Wang, Daniel (Yue) Zhang and Chao Huang.
Published In: IEEE International Conference on Sensing, Communication and Networking (SECON), 2018.
[ICCCN '18] Optimizing Online Task Allocation for Multi-Attribute Social Sensing
Authors: Yang Zhang, Daniel (Yue) Zhang, Nathan Vance and Dong Wang.
Published In: IEEE International Conference on Computer Communications and Networks (ICCCN), 2018.
[DCOSS '18] On Opinion Characterization in Social Sensing: A Multi-View Subspace Learning Approach
Authors: Yang Zhang, Nathan Vance, Daniel (Yue) Zhang and Dong Wang.
Published In: International Conference on Distributed Computing in Sensor Systems (DCOSS), 2018.
[BigData '16] Towards unsupervised home location inference from online social media
Authors: Chao Huang, Dong Wang, Shenglong Zhu and Daniel (Yue) Zhang.
Published In: IEEE International Conference on Big Data (BigData), 2016.(Acceptance rate: 19%)

Demo/Poster

[INFOCOM '19] Demo Abstract: Real-time Social Sensing Task Allocation Strategies in Heterogeneous Edge Computing Systems
Authors: Daniel (Yue) Zhang and Dong Wang.
Published In: IEEE International Conference on Computer Communications (INFOCOM), 2019. (Demo)
[INFOCOM '19] Poster Abstract: A Dynamic Data-Driven Prediction Model for Sparse Collaborative Sensing Applications
Authors: Daniel (Yue) Zhang, Yang Zhang and Dong Wang.
Published In: IEEE International Conference on Computer Communications (INFOCOM), 2019. (Poster)
[IoTDI '19] Demo Abstract: Heterogeneous Social Sensing Edge Computing System for Deep Learning based Disaster Responses
Authors: Daniel (Yue) Zhang and Dong Wang.
Published In: ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI), 2019. (Demo)
[ASONAM '18] End to End Scalable Copyright Detection System for Online Video Sharing Platforms
Authors: Daniel (Yue) Zhang, Herman Tong, Jose Bandila and Dong Wang.
Published In: IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2018. (Demo)
[RTAS '18] Demo Abstract: Real-time Heterogeneous Edge Computing System for Social Sensing Applications
Authors: Daniel (Yue) Zhang, Nathan Vance and Dong Wang.
Published In: 24th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), 2018, in press. (Demo)
[SECON '18] Simulating Large-scale Social Sensing based Edge Computing Systems with Heterogeneous Network Configurations
Authors: Nathan Vance, Ryan Mackey, Daniel (Yue) Zhang and Dong Wang.
Published In: IEEE International Conference on Sensing, Communication and Networking (SECON), 2018. (Demo)