ℹ️ About me
Hi, I am Kaiming Zhu. Nice to meet you :)
I am now pursuing my PhD degree in the School of Intelligent Systems Engineering, Sun Yat-Sen University, supervised by Prof. Junbo Wang. My Research Interest includes robust and privacy-preserving federated learning and machine learning.
I graduated from the School of Computer Science and Engineering, Northeastern Unversity, China (东北大学计算机科学与工程学院) with a bachelor’s degree. My master’s degree is received from the School of Computer Science and Engineering, Sun Yat-sen University (中山大学计算机学院). After that, I worked at Bytedance Ltd.(字节跳动) as an iOS Research & Develop Engineer for two years. You can find more details at my Experiences.
📝 Publications
Kaiming Zhu, Jinsheng Yang, Siyang Guo, Taiyu Wang, Huaqian Qin, Junbo Wang, Yuhong Nan, Zibin Zheng. “Cracking Federated Privacy: Initialization-Resilient Gradient Inversion with Fine-Grained Reconstruction”. 35th USENIX Security Symposium (USENIX Security 26), 2026. (to be appeared)
Songcan Yu, Kaiming Zhu, Feiyuan Liang, Junbo Wang, Krishna Kant and Ling Yin. “Robust multimodal federated learning for non-IID multimodal data with incompleteness”. Future Generation Computer Systems, 2026.- Taiyu Wang, Qinglin Yang, Kaiming Zhu, Junbo Wang, Chunhua Su and Kento Sato. “LDS-FL: Loss Differential Strategy Based Federated Learning for Privacy Preserving”. IEEE Transactions on Information Forensics and Security, 2023.
- Yang, Qinglin, Taiyu Wang, Kaiming Zhu, Junbo Wang, Yu Han and Chunhua Su. “Loss-based differentiation strategy for privacy preserving of social robots”. The Journal of Supercomputing, 2023.
- Junbo Wang, Amitangshu Pal, Qinglin Yang, Krishna Kant, Kaiming Zhu and Song Guo. “Collaborative machine learning: Schemes, robustness, and privacy”. IEEE Transactions on Neural Networks and Learning Systems, 2022.
📜 Experiences
- 🎓 2024.9-now: PhD Degree, School of Intelligent Systems Engineering, Sun Yat-Sen University, China.
- 🔨 2023.7-2024.8: Research Assistance(RA), School of Intelligent Systems Engineering, Sun Yat-Sen University, China.
- 🔨 2021.8-2023.5: iOS Research & Develop Engineer, Global E-Commerce Platform, Bytedance Ltd..
- 🎓 2019.9-2021.7: M.S. Degree, School of Computer Science and Engineering, Sun Yat-Sen University, China.
- 🎓 2015.9-2019.7: B.E. Degree, School of Computer Science and Engineering, North Eastern University, China.