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. You can find more details here.

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.

🔥 News

• [2024/8] One of our work has accepted by Pacific Rim International Conference on Artificial Intelligence(PRICAI), 2024.

📝 Publications

• Haiwen Chen, Songcan Yu, Shupeng Zhao, Junbo Wang, Kaiming Zhu and Kento Sato. “FedSD: Cross-Heterogeneous Federated Learning Based on Self-distillation”. Pacific Rim International Conference on Artificial Intelligence. Springer, Singapore, 2025.
• 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, 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.