Location History:
- Redmond, WA (US) (2009 - 2011)
- Snoqualmie, WA (US) (2013)
Company Filing History:
3 out of 164,219 
2 out of 54,763 
Years Active: 2009-2013
Title: Jinliang Fan: Innovator in Distributed Computing and Search Relevance
Introduction
Jinliang Fan is a prominent inventor based in Redmond, WA (US). He has made significant contributions to the fields of distributed computing and search relevance, holding a total of 5 patents. His work focuses on enhancing the efficiency of data processing and improving user experience in search engines.
Latest Patents
One of Jinliang Fan's latest patents is titled "Distributed Non-Negative Matrix Factorization." This innovation scales up the non-negative matrix factorization (NMF) technique to a distributed NMF, enabling the handling of large matrices that can include millions and billions of data points. The application of DNMF is achieved through parallelism on distributed computer clusters, which can consist of thousands of machines. To maximize parallelism and data locality, matrices are partitioned in the short dimension. Additionally, the probabilistic DNMF can utilize Gaussian, Poisson, and exponential NMF techniques for modeling web dyadic data, such as user dwell time on browsed web pages.
Another significant patent is "Automatic Diagnosis of Search Relevance Failures." This invention allows for the automatic diagnosis of search relevance failures. Users who encounter unsatisfactory search results can report their dissatisfaction through various mechanisms. These reports can trigger an automatic investigation into the root cause of the dissatisfaction. Based on the identified root cause, modifications can be made to the search engine to resolve the issues, thereby improving the overall quality of search results.
Career Highlights
Jinliang Fan has worked with notable companies, including IBM and Microsoft Technology Licensing, LLC. His experience in these organizations has contributed to his expertise in the field of technology and innovation.
Collaborations
Throughout his career, Jinliang has collaborated with talented individuals such as Zhen Liu and Dimitrios Pendarakis. These collaborations have further enriched his work and contributions to the industry.
Conclusion
Jinliang Fan is a distinguished inventor whose work in distributed computing and search relevance has made a significant impact. His innovative patents demonstrate his commitment to advancing technology and improving user experiences.