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Yi Liu
Yi Liu
PhD Student, Department of Computer Science, City University of Hong Kong
在 my.cityu.edu.hk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Privacy-preserving traffic flow prediction: A federated learning approach
Y Liu, JQ James, J Kang, D Niyato, S Zhang
IEEE Internet of Things Journal 7 (8), 7751-7763, 2020
5052020
Deep anomaly detection for time-series data in industrial IoT: A communication-efficient on-device federated learning approach
Y Liu, S Garg, J Nie, Y Zhang, Z Xiong, J Kang, MS Hossain
IEEE Internet of Things Journal 8 (8), 6348-6358, 2020
3872020
Federated learning for 6g communications: Challenges, methods, and future directions
Y Liu, X Yuan, Z Xiong, J Kang, X Wang, D Niyato
China Communications 17 (9), 105-118, 2020
3822020
A secure federated learning framework for 5G networks
Y Liu, J Peng, J Kang, AM Iliyasu, D Niyato, AA Abd El-Latif
IEEE Wireless Communications 27 (4), 24-31, 2020
2602020
Spatial-temporal graph attention networks: A deep learning approach for traffic forecasting
C Zhang, JQ James, Y Liu
IEEE Access 7, 166246-166256, 2019
1522019
Federated learning in the sky: Aerial-ground air quality sensing framework with UAV swarms
Y Liu, J Nie, X Li, SH Ahmed, WYB Lim, C Miao
IEEE Internet of Things Journal 8 (12), 9827-9837, 2020
1502020
Big data platform architecture under the background of financial technology: In the insurance industry as an example
Y Liu, J Peng, Z Yu
Proceedings of the 2018 international conference on big data engineering and …, 2018
1232018
The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining
Y Liu, L Xu, X Yuan, C Wang, B Li
INFOCOM 2022, 2022
982022
PPGAN: Privacy-preserving Generative Adversarial Network
Y Liu, J Peng, JQ James, Y Wu
2019 IEEE 25th International Conference on Parallel and Distributed Systems …, 2019
852019
Aggregation service for federated learning: An efficient, secure, and more resilient realization
Y Zheng, S Lai, Y Liu, X Yuan, X Yi, C Wang
IEEE Transactions on Dependable and Secure Computing 20 (2), 988-1001, 2023
842023
Dominant Data Set Selection Algorithms for Electricity Consumption Time-Series Data Analysis Based on Affine Transformation
Y Wu, Y Liu, SH Ahmed, J Peng, AA Abd El-Latif
IEEE Internet of Things Journal 7 (5), 4347-4360, 2019
78*2019
Communication-efficient and cross-chain empowered federated learning for artificial intelligence of things
J Kang, X Li, J Nie, Y Liu, M Xu, Z Xiong, D Niyato, Q Yan
IEEE Transactions on Network Science and Engineering 9 (5), 2966-2977, 2022
652022
Communication-efficient federated learning for anomaly detection in industrial internet of things
Y Liu, N Kumar, Z Xiong, WYB Lim, J Kang, D Niyato
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
652020
Semi-supervised federated learning for travel mode identification from GPS trajectories
Y Zhu, Y Liu, JQ James, X Yuan
IEEE Transactions on Intelligent Transportation Systems 23 (3), 2380-2391, 2021
562021
Scalable and communication-efficient decentralized federated edge learning with multi-blockchain framework
J Kang, Z Xiong, C Jiang, Y Liu, S Guo, Y Zhang, D Niyato, C Leung, ...
Blockchain and Trustworthy Systems: Second International Conference …, 2020
532020
User electricity behavior analysis based on K-means plus clustering algorithm
Z Zhao, J Wang, Y Liu
2018 International Computers, Signals and Systems Conference (ICOMSSC), 151-154, 2018
462018
Towards communication-efficient and attack-resistant federated edge learning for industrial Internet of Things
Y Liu, R Zhao, J Kang, A Yassine, D Niyato, J Peng
ACM Transactions on Internet Technology (TOIT) 22 (3), 1-22, 2021
372021
Resource-constrained federated edge learning with heterogeneous data: Formulation and analysis
Y Liu, Y Zhu, JQ James
IEEE Transactions on Network Science and Engineering 9 (5), 3166-3178, 2021
322021
Fedgru: Privacy-preserving traffic flow prediction via federated learning
Y Liu, S Zhang, C Zhang, JQ James
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
292020
基于时空大数据的智慧稽查平台构建研究
张彦俊, 杨晓冬, 刘毅, 郑大渊,毕树军
计算机与数字工程 47 (03), 616-619, 2019
29*2019
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