Company Filing History:
Years Active: 2022-2025
Title: Zeyuan Chen: Innovator in Online Adaptation and Field Extraction Technologies
Introduction
Zeyuan Chen is a prominent inventor based in Mountain View, CA. He has made significant contributions to the fields of online adaptation and field extraction technologies. With a total of 4 patents, his work has advanced the capabilities of data processing and machine learning.
Latest Patents
One of Zeyuan Chen's latest patents is titled "Systems and methods for online adaptation for cross-domain streaming data." This invention provides an online domain adaptation framework that utilizes cross-domain bootstrapping. The framework allows for the immediate deletion of target domain streaming data after adaptation. By increasing data diversity across domains, it trains independent learners to preserve differences and co-supervise learning on the target domain.
Another notable patent is "Systems and methods for field extraction from unlabeled data." This system eliminates the need for field-level annotations during training. It employs a transformer-based structure to model interactions between text tokens and predict field tags. A refinement module is included to enhance the accuracy of pseudo-labels, ensuring that the training process is robust against noise.
Career Highlights
Zeyuan Chen has worked with notable companies such as Salesforce, Inc. and Salesforce.com, Inc. His experience in these organizations has contributed to his expertise in developing innovative solutions in data processing and machine learning.
Collaborations
Throughout his career, Zeyuan has collaborated with talented individuals, including Ran Xu and Mingfei Gao. These partnerships have fostered a creative environment that has led to the development of groundbreaking technologies.
Conclusion
Zeyuan Chen is a distinguished inventor whose work in online adaptation and field extraction has made a significant impact in the tech industry. His innovative patents and collaborations highlight his commitment to advancing technology and improving data processing methodologies.
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.