Chaoyin Li

Title: Innovations of Chaoyin Li in Information Retrieval

Introduction

Chaoyin Li is an accomplished inventor based in Issaquah, WA (US). He has made significant contributions to the field of information retrieval through his innovative techniques. His work focuses on enhancing the efficiency and effectiveness of retrieving information using advanced machine-learning models.

Latest Patents

Chaoyin Li holds a patent for an invention titled "Information retrieval using an augmented query produced by graph convolution." This technique utilizes one or more machine-trained models to generate metadata embeddings. The process combines a query embedding with the metadata embedding(s), sometimes employing a graph convolution operation to create an augmented embedding. This augmented embedding is then used to retrieve at least one item, ensuring that it lies within the same vector space as target-item embeddings associated with candidate target items. In certain implementations, the technique employs dense retrieval, allowing for real-time output results. He has 1 patent to his name.

Career Highlights

Chaoyin Li is currently associated with Microsoft Technology Licensing, LLC, where he continues to develop and refine his innovative ideas. His work at Microsoft has positioned him as a key player in the realm of information retrieval technologies.

Collaborations

Chaoyin collaborates with Deepak Saini, contributing to the advancement of their shared projects and innovations.

Conclusion

Chaoyin Li's contributions to information retrieval demonstrate his expertise and commitment to innovation in technology. His patented techniques are paving the way for more efficient information retrieval systems.