About
I am currently with the Microarchitecture and Integrated Circuit Laboratory (MICL), in School of Computer and Communication Engineering, University of Science and Technology Beijing (USTB).
I am leading the Swarm Intelligence and Collabrative Computing (SICC) Group, where our research centers on swarm learning, focusing on collaborative decision-making, robustness, and secure learning within distributed systems. Our work spans two primary domains: robotics and materials big-data.
In swarm robotics, we investigate how multi-agent systems can autonomously and cooperatively perform complex tasks in uncertain environments, leveraging wireless localization, reinforcement learning, and quantum machine learning. Meanwhile, in materials science, we explore collaborative computation and secure data handling for large-scale materials datasets.
The common thread between these domains is their foundation in multi-agent systems, which allows us to apply unified theoretical approaches across diverse applications. Part of our research aims to enhance robustness and security in swarm-based decision-making and distributed learning systems.
Keywords: Swarm Robotics, Multi-Agent System, Reinforcement Learning, Localization and Navigation, Quantum Machine Learning, Blockchain, Federated Learning, Distributed Security, Materials Big-data, and AI4Science.
About Enrollment
I can recruit Master students and co-supervise Doctoral students with other professors in the laboratory. Details can be found in Openings.
About Potential Cooperations
I maintain an open-minded approach towards any research and I am particularly enthusiastic about interdisciplinary studies. Please feel free to contact me via email or schedule a meeting to discuss potential collaboration opportunities. You can reach me at the following contact information.
- Email: xucheng AT ustb.edu.cn
- Office: JidianXinxi Building, ROOM 1201, University of Science and Technology Beijing.
- Address: No. 30, Xueyuan Rd., Haidian Dist., Beijing, China