Location History:
- Los Angeles, CA (US) (2020 - 2021)
- West Windsor Township, NJ (US) (2022 - 2023)
Company Filing History:
Years Active: 2020-2023
Title: The Innovative Contributions of Jiaping Gui
Introduction
Jiaping Gui is a notable inventor based in West Windsor Township, NJ, with a remarkable portfolio of five patents. His work primarily focuses on advanced technologies that enhance data processing and predictive analytics in various fields.
Latest Patents
One of Jiaping Gui's latest patents is titled "Flexible edge-empowered graph convolutional networks with node-edge enhancement." This invention provides systems and methods for predicting road conditions and traffic volume. The method involves generating a graph of road regions, where road intersections are represented as nodes and road segments as edges. It includes embedding nodes into a node space and optimizing the alignment of these nodes to predict traffic flow effectively.
Another significant patent is "Anomaly detection with graph adversarial training in computer systems." This invention outlines methods for detecting and responding to intrusions in computer networks. It generates an adversarial training dataset that includes original and adversarial samples, which are encoded to create respective graph representations. A graph-based neural network is then trained to detect anomalous activities, ensuring robust security measures are in place.
Career Highlights
Jiaping Gui is currently employed at NEC Corporation, where he continues to innovate and contribute to the field of technology. His expertise in graph-based methodologies has positioned him as a key player in developing advanced systems for data analysis and security.
Collaborations
Throughout his career, Jiaping has collaborated with talented individuals such as Zhengzhang Chen and Haifeng Chen. These partnerships have fostered a creative environment that encourages the development of groundbreaking technologies.
Conclusion
Jiaping Gui's contributions to the field of technology through his innovative patents and collaborative efforts highlight his significant impact on predictive analytics and cybersecurity. His work continues to shape the future of these critical areas.
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.