Xiong Zhou

Title: The Innovative Contributions of Xiong Zhou

Introduction

Xiong Zhou is a prominent inventor based in Seattle, WA, known for his significant contributions to technology and innovation. With a total of 8 patents to his name, Zhou has made strides in areas such as image labeling and neural network compression.

Latest Patents

One of Zhou's latest patents is titled "Automated estimation of needed resources related to labeling a labeling service within a service provider network." This invention describes a system that models the complexity of image labeling tasks by utilizing image data, labeling instructions, and label requirements. The system includes an application that determines a task complexity value based on various factors, which helps predict the resources needed for image labeling tasks. This estimation process not only aids in resource allocation but also provides associated cost estimates to users.

Another notable patent is "Searching compression profiles for trained neural networks." This invention involves searching for compression profiles for trained neural networks through an iterative process. The method generates different prospective compression profiles according to a search policy and tracks the performance of compressed versions of the neural networks. The search policy is updated based on performance evaluations, ensuring that the most effective compression profiles are identified.

Career Highlights

Xiong Zhou is currently employed at Amazon Technologies, Inc., where he continues to innovate and contribute to the field of technology. His work at Amazon has allowed him to explore various aspects of machine learning and data processing, further enhancing his expertise and impact in the industry.

Collaborations

Zhou has collaborated with notable colleagues such as Gurumurthy Swaminathan and Vineet Khare. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.

Conclusion

Xiong Zhou's innovative work and patents reflect his dedication to advancing technology in meaningful ways. His contributions to image labeling and neural network compression are just a few examples of how he is shaping the future of technology.