Jiahui Yu

Title: Innovations of Jiahui Yu in Neural Networks and Immunology

Introduction

Jiahui Yu is a prominent inventor based in Beijing, China. He has made significant contributions to the fields of neural networks and immunology. With a total of two patents to his name, his work focuses on advanced methodologies for training neural networks and developing therapeutic proteins.

Latest Patents

Jiahui Yu's latest patents include a "Method and apparatus for neural network training and construction" and a "Method and apparatus for object detection." The first patent outlines a training method for neural networks that involves inputting training images to obtain predicted bounding boxes for training objects. This method utilizes a loss function based on the intersection and union areas of predicted and true bounding boxes to adjust the neural network's parameters effectively. The second patent introduces a human Tim-3-Ig fusion protein capable of blocking the Tim-3 signaling pathway. This invention aims to treat immunological diseases associated with high expression of Tim-3 by employing a synthesized human Tim-3-Ig gene and conducting various experimental validations.

Career Highlights

Throughout his career, Jiahui Yu has worked with notable companies such as Beijing Kuangshi Technology Co., Ltd. and Megvii (Beijing) Technology Co., Ltd. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking innovations in technology and healthcare.

Collaborations

Jiahui Yu has collaborated with talented individuals in his field, including Qi Yin and Gencheng Han. These partnerships have fostered a collaborative environment that enhances the development of innovative solutions.

Conclusion

Jiahui Yu's contributions to neural networks and immunology exemplify the impact of innovative thinking in technology and healthcare. His patents reflect a commitment to advancing scientific knowledge and improving therapeutic approaches.