Qi Guo

Title: **Innovator Spotlight: Qi Guo**

Introduction

Qi Guo is a prominent inventor based in Sunnyvale, California, who has made significant contributions to technology through his innovative patents. With a robust portfolio consisting of 13 patents, Guo has established a reputation for developing cutting-edge solutions that enhance the efficiency and functionality of various systems.

Latest Patents

Among his latest innovations, Qi Guo holds a patent titled "Prefetching using dynamic user model to reduce latency." This invention features a device equipped with a memory that stores a prefetching model. It includes a control module that receives a content page with links associated with selectable content. The control module collects data indicating the relationships between each link and the device's viewport, along with the viewport characteristics. Using the prefetching model, the system assigns scores to links based on the collected data, allowing for optimized prefetching of content.

Another notable patent is "Joint representation learning of standardized entities and queries." In this invention, an indication of various entities in a social networking service is received, including differing entity types. Utilizing machine learning, the patent enables the learning of embeddings for entities in a multidimensional space and calculates similarity scores between query terms and entities, enhancing user interaction with social networking services.

Career Highlights

Qi Guo is currently associated with Microsoft Technology Licensing, LLC, where he continues to innovate and contribute to the field of technology. His patents reflect a commitment to leveraging machine learning and user modeling to create efficient systems that address contemporary challenges in data retrieval and interaction.

Collaborations

Throughout his career, Qi has collaborated with talented professionals in the field, including his coworkers Xianren Wu and Bo Hu. These partnerships have allowed him to combine expertise and insights from various domains, fostering creativity and a collective push towards technological advancement.

Conclusion

Qi Guo’s work is a testament to the impact that dedicated inventors can have on technology and society. His patents not only highlight his innovative spirit but also signify a commitment to improving user experiences through intelligent design. As he continues to work at Microsoft Technology Licensing, LLC, the tech community eagerly anticipates his future contributions to the landscape of innovation.