Yanen Li

Title: Yanen Li: Innovator in Machine Learning and Skill Taxonomy Management

Introduction

Yanen Li is a prominent inventor based in Foster City, CA (US). He has made significant contributions to the field of machine learning, particularly in the areas of skill taxonomy management and dependency modeling. With a total of 5 patents, his work has garnered attention for its innovative approaches and practical applications.

Latest Patents

Yanen Li's latest patents include groundbreaking technologies that utilize unsupervised machine learning to identify attribute values related to input data. One notable patent describes a method for extracting input text from an online system and applying an unsupervised generative text machine learning model. This model generates a set of sentences based on a job title included in the input text, allowing for the extraction of relevant skills that correspond to a skill taxonomy. Additionally, he has developed techniques for mining training data to train dependency models, which can identify corresponding dependency relations for various target skill pairs.

Career Highlights

Throughout his career, Yanen Li has worked with notable companies such as Microsoft Technology Licensing, LLC and LinkedIn Corporation. His experience in these organizations has allowed him to refine his skills and contribute to significant advancements in technology.

Collaborations

Yanen has collaborated with talented individuals in his field, including Liwei Wu and Jaewon Yang. These partnerships have fostered innovation and have been instrumental in the development of his patented technologies.

Conclusion

Yanen Li's contributions to machine learning and skill taxonomy management highlight his role as a leading inventor in the tech industry. His innovative patents and collaborations reflect his commitment to advancing technology and improving systems for skill identification and training.