Jianchang Mao

Title: Innovations of Jianchang Mao

Introduction

Jianchang Mao is a notable inventor based in Bellevue, WA (US). He has made significant contributions to the field of information retrieval and machine learning. With a total of 4 patents to his name, his work continues to influence the technology landscape.

Latest Patents

One of Jianchang Mao's latest patents is titled "Recurrent binary embedding for information retrieval." This innovative computational search method enhances the retrieval of computer information related to a query by transforming candidate answers into recurrent binary embedding (RBE) embeddings using a trained RBE model. The method involves comparing the query RBE embedding to each candidate answer RBE embedding using a similarity function, ultimately sorting the candidate answers based on these comparisons and returning the top results.

Another significant patent is "Generating and using a knowledge-enhanced model." This functionality focuses on generating a model based on user-behavioral data and knowledge data. It identifies user queries and selections, leveraging knowledge data to provide information about semantic relationships that may not be captured by user-behavioral data alone. This results in a more robust and accurate model, which can correspond to a deep learning model once trained.

Career Highlights

Jianchang Mao is currently employed at Microsoft Technology Licensing, LLC, where he applies his expertise in developing advanced technologies. His work at Microsoft has allowed him to explore innovative solutions that enhance user experience and information retrieval processes.

Collaborations

Jianchang has collaborated with notable colleagues, including Ying Shan and Xiaodong He. Their combined efforts contribute to the advancement of technology and innovation within their field.

Conclusion

Jianchang Mao's contributions to the field of information retrieval and machine learning are noteworthy. His innovative patents and work at Microsoft Technology Licensing, LLC highlight his commitment to advancing technology. His collaborations further enhance the impact of his work in the industry.