Location History:
- Bellevue, WA (US) (2021 - 2023)
- Yorktown Heights, NY (US) (2021 - 2024)
Company Filing History:
5 out of 164,108 
2 out of 1,826 
Years Active: 2021-2024
Title: Kun Xu: Innovator in Natural Language Processing and Graph Analytics
Introduction
Kun Xu is a prominent inventor based in Yorktown Heights, NY (US). He has made significant contributions to the fields of natural language processing and graph analytics, holding a total of seven patents. His innovative work has paved the way for advancements in machine translation and data analysis.
Latest Patents
Among his latest patents is a method for natural language to structured query generation via paraphrasing. This invention involves processing input questions presented in natural language, preprocessing them to identify condition values for possible Structured Query Language (SQL) queries, and utilizing a paraphrasing model to rank these queries. The highest-ranked SQL query is then executed against a relational database to find a response to the input question. Another notable patent focuses on graph analytics using random graph embedding. This patent provides task-dependent analysis of various types of data graphs, based on the generation of a random graph and a graph feature matrix that reflects the distance between the random graph and the data graph.
Career Highlights
Kun Xu has worked with renowned companies such as International Business Machines Corporation (IBM) and Tencent America LLC. His experience in these organizations has contributed to his expertise in developing innovative solutions in technology.
Collaborations
Some of his notable coworkers include Lingfei Wu and Wei Zhang. Their collaborative efforts have further enhanced the impact of his inventions in the industry.
Conclusion
Kun Xu's contributions to natural language processing and graph analytics demonstrate his innovative spirit and commitment to advancing technology. His patents reflect a deep understanding of complex data interactions and the potential for machine learning applications.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.