Location History:
- Zhejiang, CN (2022)
- Hangzhou, CN (2022)
Company Filing History:
Years Active: 2022
Title: Innovations of Longfei Zheng: A Pioneer in Model Training Technologies
Introduction
Longfei Zheng, an accomplished inventor based in Zhejiang, China, has made significant contributions to the field of distributed model training. With a total of four patents, he is recognized for his innovative approaches that enhance the efficiency of neural network training processes.
Latest Patents
Zheng's latest patents showcase advanced methodologies in machine learning technologies. One notable patent, "Target data party selection methods and systems for distributed model training," describes a comprehensive computer-implemented approach where a server communicates with various data parties to optimize model training. This method includes obtaining training tasks, receiving pre-trained models, and determining target data parties, thus ensuring efficient collaboration in model development.
Another crucial patent is titled "Method, apparatus, and system for training neural network model." This invention involves a sophisticated training algorithm that allows member devices to obtain predicted label data and share model updates, facilitating effective neural network reconstruction and sample distribution management.
Career Highlights
Currently, Longfei Zheng is employed at Alipay (Hangzhou) Information Technology Co., Ltd., where he continues to lead projects in the realm of advanced computing technologies. His work focuses on creating innovative solutions that streamline operations in financial technology and machine learning.
Collaborations
Zheng collaborates with talented professionals in his field, including his coworkers Li Wang and Chaochao Chen. Together, they explore the frontier of neural networks, enhancing the capabilities and applications of their inventions.
Conclusion
With a solid foundation of four patents and ongoing research, Longfei Zheng exemplifies the spirit of innovation within the technology sector. His contributions to distributed model training and neural network methodologies position him as a key inventor, shaping the future of machine learning technologies. As his career progresses, Zheng continues to demonstrate the impact of his work on the technological landscape.