Scientific Research
Research Field
No content
Paper Publications
- W.W. Zhang, J.Z. Luo, L. Chen, J.Q. Liu*, “A Trajectory Prediction-based and Dependency-aware Container Migration for Mobile Edge Computing,” IEEE Transactions on Services Computing (TSC), vol. 16, no. 5, pp. 3168-3181, 2023. (SCI二区,CCF A).
- Y.F. Jiang, W.W. Zhang*, Y.X. Chen, “Data Quality Detection Mechanism Against Label Flipping Attacks in Federated Learning,” IEEE Transactions on Information Forensics and Security (TIFS), vol. 18, pp. 1625-1637, 2023. (SCI一区,CCF A).
- W.W. Zhang, Y.X. Chen, Y.F. Jiang, J.Q. Liu*, “Delay-constrained Client Selection for Heterogeneous Federated Learning in Intelligent Transportation Systems,” IEEE Transactions on Network Science and Engineering (TNSE), vol. 11, no. 1, pp.1042-1054, 2024. (SCI二区).
- J.Q. Liu, B. Deng, C.F. Zou, B. Zeng, W.W. Zhang*, J.X. Tan, “Multi-lane Detection by Combining Line Anchor and Feature Shift for Urban Traffic Management,” Engineering Applications of Artificial Intelligence (EAAI), Volume 123, Part A, August 2023, 106238. (SCI二区,CCF C).
- R.F. Liang, W.W. Zhang*, H.M. Ye, “Interpretable Deep Learning Based Text Regression for Financial Prediction,” Expert Systems, 2023. (SCI四区,CCF C).
Patents
Published Books
No content
Research Projects
- [1] 国家自然科学基金青年项目,面向工业过程的边缘计算任务调度与容器编排策略研究,62002071,2021/01/01-2023/12,主持,
- [2] 广东省自然科学基金面上项目,基于强化学习的联邦式知识补全优化研究,2024A1515011885,2024/01/01-2026/12/31,主持,
- [3] 广东省自然科学基金面上项目,基于边缘计算的工业数据传输与联邦学习优化研究,2023A1515011577,2023/01/01-2025/12/31,主持,
- [4] 广州市基础与应用基础研究项目,工业互联网节能高效的边缘云计算负载迁移策略,202102020420,2021/04-2023/03,主持,
- [5] 国家重点研发计划,供应链大数据全域建模与知识库构建技术,2019YFB1705503,2019/12-2022/11,331万元,参与,