Location History:
- Fremont, CA (US) (2015 - 2017)
- Walnut Creek, CA (US) (2019)
- Menlo Park, CA (US) (2022)
Company Filing History:
Years Active: 2015-2022
Title: Jui-Ting Huang: Innovator in Deep Learning and Social Networking
Introduction
Jui-Ting Huang is a prominent inventor based in Fremont, CA. He has made significant contributions to the fields of deep learning and social networking. With a total of 4 patents, Huang's work focuses on enhancing the efficiency and effectiveness of machine learning models and social media interactions.
Latest Patents
One of Huang's latest patents is titled "Learning student DNN via output distribution." This patent describes systems and methods for generating a deep neural network (DNN) classifier by training a 'student' DNN model using a more accurate 'teacher' DNN model. The innovative approach allows the student DNN to be trained from unlabeled data, utilizing the teacher DNN to provide the necessary supervised signals. An iterative process is employed to minimize the divergence between the output distributions of the teacher and student models, making it suitable for applications on devices with limited computational resources, such as mobile or wearable devices. Another notable patent is the "Shareability score," which outlines a system for generating a shareability score for content items within a social networking system. This system analyzes past sharing data to create an organization sharing profile and ranks content items based on their shareability scores.
Career Highlights
Huang has worked with leading technology companies, including Microsoft Technology Licensing, LLC and Google Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in machine learning and social networking.
Collaborations
Throughout his career, Huang has collaborated with talented individuals such as Jinyu Li and Yifan Gong. These collaborations have contributed to the advancement of his research and the successful development of his patents.
Conclusion
Jui-Ting Huang is a notable inventor whose work in deep learning and social networking has led to significant advancements in technology. His innovative patents reflect his commitment to improving machine learning applications and enhancing user experiences in social media.