PolyU–Huawei Mathematical Optimization Innovation Laboratory (MOILab) advances intelligent optimization by integrating optimization algorithms with Huawei XPU acceleration to build scalable, high-performance solver technologies and intelligent optimization platforms.

Focus Areas of MOILab:

• Cluster-based Solver Technology
• Embedded Solver Technology
• LLM Inference Acceleration
• Optimization in Mobile Devices
• Power Grid Scheduling

Vision: Combine the strengths of optimization algorithms and Huawei XPU acceleration to form an Intelligent Optimization Platform that empowers multiple key domains:

• Artificial Intelligence
• Energy & Smart Grid
• Telecommunications & Networks
• Intelligent Production

Through this collaboration, MOILab is committed to developing XPU-accelerated solvers for large-scale mathematical optimization, bridging theory and practice through algorithmic innovation, and promoting knowledge transfer and real-world deployment in partnership with industry. The laboratory also strives to nurture the next generation of researchers and engineers, advancing the development of mathematical optimization and high-performance computing.

PolyU × Huawei — Together, we optimize the future