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Daniel Yue Zhang
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Fairfl: A fair federated learning approach to reducing demographic bias in privacy-sensitive classification models
DY Zhang, Z Kou, D Wang
2020 IEEE International Conference on Big Data (Big Data), 1051-1060, 2020
1122020
On scalable and robust truth discovery in big data social media sensing applications
D Zhang, D Wang, N Vance, Y Zhang, S Mike
IEEE transactions on big data 5 (2), 195-208, 2018
942018
Cooperative-competitive task allocation in edge computing for delay-sensitive social sensing
D Zhang, Y Ma, C Zheng, Y Zhang, XS Hu, D Wang
2018 IEEE/ACM Symposium on Edge Computing (SEC), 243-259, 2018
842018
On robust truth discovery in sparse social media sensing
DY Zhang, R Han, D Wang, C Huang
2016 IEEE International Conference on Big Data (Big Data), 1076-1081, 2016
832016
Crowdlearn: A crowd-ai hybrid system for deep learning-based damage assessment applications
D Zhang, Y Zhang, Q Li, T Plummer, D Wang
2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019
802019
A real-time and non-cooperative task allocation framework for social sensing applications in edge computing systems
D Zhang, Y Ma, Y Zhang, S Lin, XS Hu, D Wang
2018 IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS …, 2018
712018
Risksens: A multi-view learning approach to identifying risky traffic locations in intelligent transportation systems using social and remote sensing
Y Zhang, Y Lu, D Zhang, L Shang, D Wang
2018 IEEE International Conference on Big Data (Big Data), 1544-1553, 2018
682018
Towards scalable and dynamic social sensing using a distributed computing framework
DY Zhang, C Zheng, D Wang, D Thain, X Mu, G Madey, C Huang
2017 IEEE 37th International Conference on Distributed Computing Systems …, 2017
622017
Socialdrone: An integrated social media and drone sensing system for reliable disaster response
MT Rashid, DY Zhang, D Wang
IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 218-227, 2020
612020
Fedsens: A federated learning approach for smart health sensing with class imbalance in resource constrained edge computing
DY Zhang, Z Kou, D Wang
IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021
562021
Fauxbuster: A content-free fauxtography detector using social media comments
DY Zhang, L Shang, B Geng, S Lai, K Li, H Zhu, MT Amin, D Wang
2018 IEEE international conference on big data (big data), 891-900, 2018
552018
A multi-modal graph neural network approach to traffic risk forecasting in smart urban sensing
Y Zhang, X Dong, L Shang, D Zhang, D Wang
2020 17th Annual IEEE international conference on sensing, communication …, 2020
532020
Towards reliable online clickbait video detection: A content-agnostic approach
L Shang, DY Zhang, M Wang, S Lai, D Wang
Knowledge-Based Systems 182, 104851, 2019
512019
An integrated top-down and bottom-up task allocation approach in social sensing based edge computing systems
DY Zhang, D Wang
IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 766-774, 2019
502019
Constraint-aware dynamic truth discovery in big data social media sensing
DY Zhang, D Wang, Y Zhang
2017 IEEE International Conference on Big Data (Big Data), 57-66, 2017
482017
Edgebatch: Towards ai-empowered optimal task batching in intelligent edge systems
D Zhang, N Vance, Y Zhang, MT Rashid, D Wang
2019 IEEE Real-Time Systems Symposium (RTSS), 366-379, 2019
392019
Heteroedge: Taming the heterogeneity of edge computing system in social sensing
D Zhang, T Rashid, X Li, N Vance, D Wang
Proceedings of the International Conference on Internet of Things Design and …, 2019
392019
Large-scale point-of-interest category prediction using natural language processing models
D Zhang, D Wang, H Zheng, X Mu, Q Li, Y Zhang
2017 IEEE International Conference on Big Data (Big Data), 1027-1032, 2017
372017
Crowdsourcing-based copyright infringement detection in live video streams
DY Zhang, Q Li, H Tong, J Badilla, Y Zhang, D Wang
2018 IEEE/ACM International Conference on Advances in Social Networks …, 2018
352018
Crowd-assisted disaster scene assessment with human-ai interactive attention
DY Zhang, Y Huang, Y Zhang, D Wang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 2717-2724, 2020
322020
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