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 | 112 | 2020 |
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 | 94 | 2018 |
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 | 84 | 2018 |
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 | 83 | 2016 |
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 | 80 | 2019 |
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 | 71 | 2018 |
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 | 68 | 2018 |
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 | 62 | 2017 |
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 | 61 | 2020 |
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 | 56 | 2021 |
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 | 55 | 2018 |
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 | 53 | 2020 |
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 | 51 | 2019 |
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 | 50 | 2019 |
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 | 48 | 2017 |
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 | 39 | 2019 |
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 | 39 | 2019 |
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 | 37 | 2017 |
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 | 35 | 2018 |
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 | 32 | 2020 |