This inventor holds 2 USPTO granted patents. Top assignees: Alcatel Lucent, Sap Se. Active years: 2016-2021.
Company Filing History:
Years Active: 2016-2021
Title: Innovations and Contributions of Inventor Xiaoyong Guo
Introduction
Xiaoyong Guo is a notable inventor based in Shanghai, China. He has made significant contributions to the field of technology, particularly in the areas of recommendation systems and signal processing. With a total of 2 patents, his work reflects a commitment to advancing innovative solutions.
Latest Patents
Xiaoyong Guo's latest patents include an "Optimized Recommendation Engine" and a "Method and Apparatus for Measuring and Recovering Sparse Signals." The optimized recommendation engine describes a framework for generating tailored recommendations by collecting and pre-processing customer data into a data model. Recommendations are calculated using an aggregated method, which combines outputs from a real-time prediction model and an offline modeling process. The real-time prediction model employs support vector machines (SVM) for quick customer classification, while the offline process utilizes a back-propagation artificial neural network (BP-ANN) for reliable predictions. Validation techniques are also introduced to assess the accuracy of the recommendation model.
The second patent focuses on compressive sensing technologies, proposing two innovative solutions. The first involves a permutation-based multi-dimensional sensing matrix and an iterative recovery algorithm that leverages maximum likelihood local detection to exploit the digital nature of sparse signals. The second solution introduces a sparse measurement matrix that incorporates a permutation-based multi-dimensional measurement matrix, achieving linear decoding complexity and an empirically lower bound of sketch length.
Career Highlights
Throughout his career, Xiaoyong Guo has worked with prominent companies such as SAP SE and Alcatel Lucent. His experience in these organizations has contributed to his expertise in developing cutting-edge technologies.
Collaborations
Xiaoyong Guo has collaborated with notable colleagues, including Dong Wang and Yinghua Chen. Their joint efforts have furthered advancements in their respective fields.
Conclusion
Xiaoyong Guo's innovative patents and career achievements highlight his significant contributions to technology. His work continues to influence the development of advanced systems and methodologies in the industry.