Xiaosu Huang

Title: Innovations and Contributions of Inventor Xiaosu Huang

Introduction

Xiaosu Huang is a notable inventor based in Sunnyvale, CA, with a significant contribution to the field of technology. He holds a total of 6 patents, showcasing his innovative approach to solving complex problems in various domains.

Latest Patents

Among his latest patents is the invention titled "Unequal probability sampling based on a likelihood model score to evaluate prevalence of inappropriate entities." This patent presents techniques for performing unequal sampling, where multiple scores generated by a prediction model are identified for different entities. The invention involves determining multiple buckets corresponding to different score ranges and assigning entities to these buckets based on their scores. A probability distribution function is generated, allowing for the determination of sampling probabilities for each entity. This innovative approach enhances the efficiency of sampling processes.

Another significant patent is the "Reconnect restriction evaluator." This invention addresses the challenges faced by members of online social networks when reconnect requests fail. The reconnect restriction evaluator assesses the history of reconnect requests associated with a member's profile and determines if the high count of failed requests can be offset by certain factors. Based on this evaluation, it generates an exemption indicator, which is stored with the member's profile, thereby improving user experience on social platforms.

Career Highlights

Xiaosu Huang has worked with prominent companies such as Microsoft Technology Licensing, LLC and LinkedIn Corporation. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology and user engagement.

Collaborations

Throughout his career, Xiaosu has collaborated with talented individuals, including Ziliang Lin and Chi-Yi Kuan. These collaborations have fostered a creative environment that has led to the development of impactful technologies.

Conclusion

Xiaosu Huang's contributions to technology through his patents and collaborations highlight his innovative spirit and dedication to improving user experiences. His work continues to influence the fields of technology and social networking, making him a significant figure in the realm of invention.