Luyu Yang

Title: Innovations by Luyu Yang

Introduction

Luyu Yang is an accomplished inventor based in the District of Columbia, DC. She has made significant contributions to the field of online domain adaptation, showcasing her expertise through her innovative patent.

Latest Patents

Luyu Yang holds a patent titled "Systems and methods for online adaptation for cross-domain streaming data." This patent describes an online domain adaptation framework that utilizes cross-domain bootstrapping. The framework allows for the immediate deletion of target domain streaming data after adaptation. By increasing data diversity across domains through bootstrapping, the method forms diverse combinations with the current target query. A set of independent learners is trained to preserve differences, and their knowledge is integrated by exchanging predicted pseudo-labels to co-supervise learning on the target domain without sharing weights.

Career Highlights

Luyu Yang is currently employed at Salesforce, Inc., where she applies her innovative ideas to enhance data processing and adaptation techniques. Her work has positioned her as a key player in the field of data science and machine learning.

Collaborations

Luyu collaborates with talented coworkers, including Mingfei Gao and Zeyuan Chen, contributing to a dynamic and innovative work environment.

Conclusion

Luyu Yang's contributions to online domain adaptation through her patent reflect her dedication to advancing technology in data processing. Her work at Salesforce, Inc. continues to influence the field positively.