Lingxiao Ma

Title: Lingxiao Ma: Innovator in Neural Network Model Compilation

Introduction

Lingxiao Ma is a prominent inventor based in Beijing, China. He has made significant contributions to the field of neural networks, particularly in the area of compiling tensor operators. His innovative work has implications for enhancing the efficiency of neural network models.

Latest Patents

Lingxiao Ma holds a patent titled "Compiling tensor operators for neural network models based on tensor tile configurations." This patent describes systems and methods for compiling tensor operators tailored to specific hardware configurations. The process involves receiving a tensor expression for a neural network model and determining a tensor tile configuration based on hardware specifications. Subsequently, a set of code is generated for executing the tensor expression on the designated hardware.

Career Highlights

Lingxiao Ma is currently associated with Microsoft Technology Licensing, LLC, where he applies his expertise in neural network technologies. His work focuses on optimizing the performance of neural networks through innovative compilation techniques.

Collaborations

Some of his notable coworkers include Jilong Xue and Yuqing Xia, who contribute to the collaborative environment at Microsoft Technology Licensing, LLC.

Conclusion

Lingxiao Ma's contributions to the field of neural networks through his patent and work at Microsoft Technology Licensing, LLC highlight his role as an influential inventor. His innovative approaches are paving the way for advancements in neural network model compilation.