Location History:
- Kirkland, WA (US) (2022 - 2023)
- Seattle, WA (US) (2023)
Company Filing History:
Years Active: 2022-2025
Title: The Innovations of Runfei Luo
Introduction
Runfei Luo is a prominent inventor based in Kirkland, WA (US). He has made significant contributions to the field of neural networks, holding a total of 5 patents. His work focuses on enhancing the efficiency and performance of trained neural networks through innovative compression techniques.
Latest Patents
One of Runfei Luo's latest patents is titled "Searching compression profiles for trained neural networks." This invention allows for the iterative search of compression profiles in response to specific requests. It generates various prospective compression profiles based on a defined search policy. The performance of these compressed versions is tracked, and the search policy is updated according to the evaluation of their performance using established criteria. When the search criteria are met, results for the compression profile search are provided.
Another notable patent is "Applying compression profiles across similar neural network architectures." This invention enables the compression of neural networks with similar architectures by utilizing shared compression profiles. Upon receiving a request to compress a trained neural network, the architecture is identified and compared with different network architectures mapped to compression profiles. A suitable compression profile is then applied to remove unnecessary features, resulting in a compressed version of the neural network.
Career Highlights
Runfei Luo is currently employed at Amazon Technologies, Inc., where he continues to innovate in the field of artificial intelligence and machine learning. His work has been instrumental in advancing the capabilities of neural networks, making them more efficient and effective.
Collaborations
Runfei collaborates with talented individuals such as Vineet Khare and Ragav Venkatesan. Their combined expertise contributes to the development of cutting-edge technologies in the realm of neural networks.
Conclusion
Runfei Luo's contributions to the field of neural networks through his innovative patents demonstrate his commitment to advancing technology. His work at Amazon Technologies, Inc. continues to shape the future of artificial intelligence.
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.